EXPLORATORY DATA ANALYSIS - LA1
R Markdown
This is an R Markdown document. Markdown is a simple formatting syntax for authoring HTML, PDF, and MS Word documents. For more details on using R Markdown see http://rmarkdown.rstudio.com.
When you click the Knit button a document will be generated that includes both content as well as the output of any embedded R code chunks within the document.
Reading Bigger Data Files using read.csv() Command.
data = read.csv(file.choose())
head(data)df1 = data
df1[is.na(df1)] = 0
head(df1)Viewing Previously Loaded Named-Objects.
ls()## [1] "data" "df1"ls(pattern = 'da')## [1] "data"ls(pattern = 'p')## character(0)The str() command to examine the structure of an object.
str(data)## 'data.frame': 3276 obs. of 10 variables:
## $ ph : num NA 3.72 8.1 8.32 9.09 ...
## $ Hardness : num 205 129 224 214 181 ...
## $ Solids : num 20791 18630 19910 22018 17979 ...
## $ Chloramines : num 7.3 6.64 9.28 8.06 6.55 ...
## $ Sulfate : num 369 NA NA 357 310 ...
## $ Conductivity : num 564 593 419 363 398 ...
## $ Organic_carbon : num 10.4 15.2 16.9 18.4 11.6 ...
## $ Trihalomethanes: num 87 56.3 66.4 100.3 32 ...
## $ Turbidity : num 2.96 4.5 3.06 4.63 4.08 ...
## $ Potability : int 0 0 0 0 0 0 0 0 0 0 ...str(data)## 'data.frame': 3276 obs. of 10 variables:
## $ ph : num NA 3.72 8.1 8.32 9.09 ...
## $ Hardness : num 205 129 224 214 181 ...
## $ Solids : num 20791 18630 19910 22018 17979 ...
## $ Chloramines : num 7.3 6.64 9.28 8.06 6.55 ...
## $ Sulfate : num 369 NA NA 357 310 ...
## $ Conductivity : num 564 593 419 363 398 ...
## $ Organic_carbon : num 10.4 15.2 16.9 18.4 11.6 ...
## $ Trihalomethanes: num 87 56.3 66.4 100.3 32 ...
## $ Turbidity : num 2.96 4.5 3.06 4.63 4.08 ...
## $ Potability : int 0 0 0 0 0 0 0 0 0 0 ...str(data$Hardness)## num [1:3276] 205 129 224 214 181 ...structure(head(data))ls.str(pattern = 'data')## data : 'data.frame': 3276 obs. of 10 variables:
## $ ph : num NA 3.72 8.1 8.32 9.09 ...
## $ Hardness : num 205 129 224 214 181 ...
## $ Solids : num 20791 18630 19910 22018 17979 ...
## $ Chloramines : num 7.3 6.64 9.28 8.06 6.55 ...
## $ Sulfate : num 369 NA NA 357 310 ...
## $ Conductivity : num 564 593 419 363 398 ...
## $ Organic_carbon : num 10.4 15.2 16.9 18.4 11.6 ...
## $ Trihalomethanes: num 87 56.3 66.4 100.3 32 ...
## $ Turbidity : num 2.96 4.5 3.06 4.63 4.08 ...
## $ Potability : int 0 0 0 0 0 0 0 0 0 0 ...attach(head(df1))
stack(head(data))stack(head(df1))The class() command to know the type of object.
class(data)## [1] "data.frame"class(dimnames(data))## [1] "list"class(data$ph)## [1] "numeric"class(data$Sulfate)## [1] "numeric"Selecting and Displaying Parts of a Object.
data[1003,7]## [1] 10.62227data[777,1:5]head(data[1])head(data[1:4])head(data[-1])head(data[data > 7])## [1] NA 8.099124 8.316766 9.092223 10.223862 8.635849head(data[data < 5 | data > 10], n = 10)## [1] NA 3.716080 10.223862 NA 11.180284 NA NA
## [8] NA 3.902476 3.445062which(data == max(data))## integer(0)Sorting and Rearranging a Object.
sort(head(data$Hardness))## [1] 129.4229 181.1015 188.3133 204.8905 214.3734 224.2363sort(head(data$Hardness), decreasing = TRUE)## [1] 224.2363 214.3734 204.8905 188.3133 181.1015 129.4229sort(head(data$Hardness), na.last = NA)## [1] 129.4229 181.1015 188.3133 204.8905 214.3734 224.2363sort(head(data$Hardness), na.last = TRUE)## [1] 129.4229 181.1015 188.3133 204.8905 214.3734 224.2363sort(head(data$Hardness), na.last = FALSE)## [1] 129.4229 181.1015 188.3133 204.8905 214.3734 224.2363order(head(data$Hardness))## [1] 2 5 6 1 4 3rank(head(data))## ph Hardness Solids Chloramines Sulfate
## 58.0 10.0 20.0 21.0 23.0
## Conductivity Organic_carbon Trihalomethanes Turbidity Potability
## 14.0 39.0 36.0 41.0 40.0
## <NA> <NA> <NA> <NA> <NA>
## 37.0 38.0 55.0 53.0 54.0
## <NA> <NA> <NA> <NA> <NA>
## 56.0 52.0 57.0 17.0 16.0
## <NA> <NA> <NA> <NA> <NA>
## 24.0 19.0 15.0 18.0 47.0
## <NA> <NA> <NA> <NA> <NA>
## 59.0 60.0 45.0 43.0 44.0
## <NA> <NA> <NA> <NA> <NA>
## 50.0 51.0 49.0 46.0 48.0
## <NA> <NA> <NA> <NA> <NA>
## 42.0 25.0 27.0 28.0 29.0
## <NA> <NA> <NA> <NA> <NA>
## 26.0 22.0 34.0 32.0 33.0
## <NA> <NA> <NA> <NA> <NA>
## 35.0 30.0 31.0 8.0 12.0
## <NA> <NA> <NA> <NA> <NA>
## 9.0 13.0 11.0 7.0 3.5
## <NA> <NA> <NA> <NA> <NA>
## 3.5 3.5 3.5 3.5 3.5rank(head(data$Hardness))## [1] 4 1 6 5 2 3Viewing Objects within Objects.
head(data$ph)## [1] NA 3.716080 8.099124 8.316766 9.092223 5.584087head(data$Conductivity)## [1] 564.3087 592.8854 418.6062 363.2665 398.4108 280.4679data$Chloramines[1:4]## [1] 7.300212 6.635246 9.275884 8.059332Use of head() and tail() command.
head(data)head(data, n = 7)tail(data)Getting information of an Object using summary() command.
summary(data)## ph Hardness Solids Chloramines
## Min. : 0.000 Min. : 47.43 Min. : 320.9 Min. : 0.352
## 1st Qu.: 6.093 1st Qu.:176.85 1st Qu.:15666.7 1st Qu.: 6.127
## Median : 7.037 Median :196.97 Median :20927.8 Median : 7.130
## Mean : 7.081 Mean :196.37 Mean :22014.1 Mean : 7.122
## 3rd Qu.: 8.062 3rd Qu.:216.67 3rd Qu.:27332.8 3rd Qu.: 8.115
## Max. :14.000 Max. :323.12 Max. :61227.2 Max. :13.127
## NA's :491
## Sulfate Conductivity Organic_carbon Trihalomethanes
## Min. :129.0 Min. :181.5 Min. : 2.20 Min. : 0.738
## 1st Qu.:307.7 1st Qu.:365.7 1st Qu.:12.07 1st Qu.: 55.845
## Median :333.1 Median :421.9 Median :14.22 Median : 66.622
## Mean :333.8 Mean :426.2 Mean :14.28 Mean : 66.396
## 3rd Qu.:360.0 3rd Qu.:481.8 3rd Qu.:16.56 3rd Qu.: 77.337
## Max. :481.0 Max. :753.3 Max. :28.30 Max. :124.000
## NA's :781 NA's :162
## Turbidity Potability
## Min. :1.450 Min. :0.0000
## 1st Qu.:3.440 1st Qu.:0.0000
## Median :3.955 Median :0.0000
## Mean :3.967 Mean :0.3901
## 3rd Qu.:4.500 3rd Qu.:1.0000
## Max. :6.739 Max. :1.0000
## Use of names() and dimnames() command to view the column and row elements of an Object.
names(data)## [1] "ph" "Hardness" "Solids" "Chloramines"
## [5] "Sulfate" "Conductivity" "Organic_carbon" "Trihalomethanes"
## [9] "Turbidity" "Potability"rownames(head(data))## [1] "1" "2" "3" "4" "5" "6"colnames(head(data))## [1] "ph" "Hardness" "Solids" "Chloramines"
## [5] "Sulfate" "Conductivity" "Organic_carbon" "Trihalomethanes"
## [9] "Turbidity" "Potability"dimnames(data)## [[1]]
## [1] "1" "2" "3" "4" "5" "6" "7" "8" "9" "10"
## [11] "11" "12" "13" "14" "15" "16" "17" "18" "19" "20"
## [21] "21" "22" "23" "24" "25" "26" "27" "28" "29" "30"
## [31] "31" "32" "33" "34" "35" "36" "37" "38" "39" "40"
## [41] "41" "42" "43" "44" "45" "46" "47" "48" "49" "50"
## [51] "51" "52" "53" "54" "55" "56" "57" "58" "59" "60"
## [61] "61" "62" "63" "64" "65" "66" "67" "68" "69" "70"
## [71] "71" "72" "73" "74" "75" "76" "77" "78" "79" "80"
## [81] "81" "82" "83" "84" "85" "86" "87" "88" "89" "90"
## [91] "91" "92" "93" "94" "95" "96" "97" "98" "99" "100"
## [101] "101" "102" "103" "104" "105" "106" "107" "108" "109" "110"
## [111] "111" "112" "113" "114" "115" "116" "117" "118" "119" "120"
## [121] "121" "122" "123" "124" "125" "126" "127" "128" "129" "130"
## [131] "131" "132" "133" "134" "135" "136" "137" "138" "139" "140"
## [141] "141" "142" "143" "144" "145" "146" "147" "148" "149" "150"
## [151] "151" "152" "153" "154" "155" "156" "157" "158" "159" "160"
## [161] "161" "162" "163" "164" "165" "166" "167" "168" "169" "170"
## [171] "171" "172" "173" "174" "175" "176" "177" "178" "179" "180"
## [181] "181" "182" "183" "184" "185" "186" "187" "188" "189" "190"
## [191] "191" "192" "193" "194" "195" "196" "197" "198" "199" "200"
## [201] "201" "202" "203" "204" "205" "206" "207" "208" "209" "210"
## [211] "211" "212" "213" "214" "215" "216" "217" "218" "219" "220"
## [221] "221" "222" "223" "224" "225" "226" "227" "228" "229" "230"
## [231] "231" "232" "233" "234" "235" "236" "237" "238" "239" "240"
## [241] "241" "242" "243" "244" "245" "246" "247" "248" "249" "250"
## [251] "251" "252" "253" "254" "255" "256" "257" "258" "259" "260"
## [261] "261" "262" "263" "264" "265" "266" "267" "268" "269" "270"
## [271] "271" "272" "273" "274" "275" "276" "277" "278" "279" "280"
## [281] "281" "282" "283" "284" "285" "286" "287" "288" "289" "290"
## [291] "291" "292" "293" "294" "295" "296" "297" "298" "299" "300"
## [301] "301" "302" "303" "304" "305" "306" "307" "308" "309" "310"
## [311] "311" "312" "313" "314" "315" "316" "317" "318" "319" "320"
## [321] "321" "322" "323" "324" "325" "326" "327" "328" "329" "330"
## [331] "331" "332" "333" "334" "335" "336" "337" "338" "339" "340"
## [341] "341" "342" "343" "344" "345" "346" "347" "348" "349" "350"
## [351] "351" "352" "353" "354" "355" "356" "357" "358" "359" "360"
## [361] "361" "362" "363" "364" "365" "366" "367" "368" "369" "370"
## [371] "371" "372" "373" "374" "375" "376" "377" "378" "379" "380"
## [381] "381" "382" "383" "384" "385" "386" "387" "388" "389" "390"
## [391] "391" "392" "393" "394" "395" "396" "397" "398" "399" "400"
## [401] "401" "402" "403" "404" "405" "406" "407" "408" "409" "410"
## [411] "411" "412" "413" "414" "415" "416" "417" "418" "419" "420"
## [421] "421" "422" "423" "424" "425" "426" "427" "428" "429" "430"
## [431] "431" "432" "433" "434" "435" "436" "437" "438" "439" "440"
## [441] "441" "442" "443" "444" "445" "446" "447" "448" "449" "450"
## [451] "451" "452" "453" "454" "455" "456" "457" "458" "459" "460"
## [461] "461" "462" "463" "464" "465" "466" "467" "468" "469" "470"
## [471] "471" "472" "473" "474" "475" "476" "477" "478" "479" "480"
## [481] "481" "482" "483" "484" "485" "486" "487" "488" "489" "490"
## [491] "491" "492" "493" "494" "495" "496" "497" "498" "499" "500"
## [501] "501" "502" "503" "504" "505" "506" "507" "508" "509" "510"
## [511] "511" "512" "513" "514" "515" "516" "517" "518" "519" "520"
## [521] "521" "522" "523" "524" "525" "526" "527" "528" "529" "530"
## [531] "531" "532" "533" "534" "535" "536" "537" "538" "539" "540"
## [541] "541" "542" "543" "544" "545" "546" "547" "548" "549" "550"
## [551] "551" "552" "553" "554" "555" "556" "557" "558" "559" "560"
## [561] "561" "562" "563" "564" "565" "566" "567" "568" "569" "570"
## [571] "571" "572" "573" "574" "575" "576" "577" "578" "579" "580"
## [581] "581" "582" "583" "584" "585" "586" "587" "588" "589" "590"
## [591] "591" "592" "593" "594" "595" "596" "597" "598" "599" "600"
## [601] "601" "602" "603" "604" "605" "606" "607" "608" "609" "610"
## [611] "611" "612" "613" "614" "615" "616" "617" "618" "619" "620"
## [621] "621" "622" "623" "624" "625" "626" "627" "628" "629" "630"
## [631] "631" "632" "633" "634" "635" "636" "637" "638" "639" "640"
## [641] "641" "642" "643" "644" "645" "646" "647" "648" "649" "650"
## [651] "651" "652" "653" "654" "655" "656" "657" "658" "659" "660"
## [661] "661" "662" "663" "664" "665" "666" "667" "668" "669" "670"
## [671] "671" "672" "673" "674" "675" "676" "677" "678" "679" "680"
## [681] "681" "682" "683" "684" "685" "686" "687" "688" "689" "690"
## [691] "691" "692" "693" "694" "695" "696" "697" "698" "699" "700"
## [701] "701" "702" "703" "704" "705" "706" "707" "708" "709" "710"
## [711] "711" "712" "713" "714" "715" "716" "717" "718" "719" "720"
## [721] "721" "722" "723" "724" "725" "726" "727" "728" "729" "730"
## [731] "731" "732" "733" "734" "735" "736" "737" "738" "739" "740"
## [741] "741" "742" "743" "744" "745" "746" "747" "748" "749" "750"
## [751] "751" "752" "753" "754" "755" "756" "757" "758" "759" "760"
## [761] "761" "762" "763" "764" "765" "766" "767" "768" "769" "770"
## [771] "771" "772" "773" "774" "775" "776" "777" "778" "779" "780"
## [781] "781" "782" "783" "784" "785" "786" "787" "788" "789" "790"
## [791] "791" "792" "793" "794" "795" "796" "797" "798" "799" "800"
## [801] "801" "802" "803" "804" "805" "806" "807" "808" "809" "810"
## [811] "811" "812" "813" "814" "815" "816" "817" "818" "819" "820"
## [821] "821" "822" "823" "824" "825" "826" "827" "828" "829" "830"
## [831] "831" "832" "833" "834" "835" "836" "837" "838" "839" "840"
## [841] "841" "842" "843" "844" "845" "846" "847" "848" "849" "850"
## [851] "851" "852" "853" "854" "855" "856" "857" "858" "859" "860"
## [861] "861" "862" "863" "864" "865" "866" "867" "868" "869" "870"
## [871] "871" "872" "873" "874" "875" "876" "877" "878" "879" "880"
## [881] "881" "882" "883" "884" "885" "886" "887" "888" "889" "890"
## [891] "891" "892" "893" "894" "895" "896" "897" "898" "899" "900"
## [901] "901" "902" "903" "904" "905" "906" "907" "908" "909" "910"
## [911] "911" "912" "913" "914" "915" "916" "917" "918" "919" "920"
## [921] "921" "922" "923" "924" "925" "926" "927" "928" "929" "930"
## [931] "931" "932" "933" "934" "935" "936" "937" "938" "939" "940"
## [941] "941" "942" "943" "944" "945" "946" "947" "948" "949" "950"
## [951] "951" "952" "953" "954" "955" "956" "957" "958" "959" "960"
## [961] "961" "962" "963" "964" "965" "966" "967" "968" "969" "970"
## [971] "971" "972" "973" "974" "975" "976" "977" "978" "979" "980"
## [981] "981" "982" "983" "984" "985" "986" "987" "988" "989" "990"
## [991] "991" "992" "993" "994" "995" "996" "997" "998" "999" "1000"
## [1001] "1001" "1002" "1003" "1004" "1005" "1006" "1007" "1008" "1009" "1010"
## [1011] "1011" "1012" "1013" "1014" "1015" "1016" "1017" "1018" "1019" "1020"
## [1021] "1021" "1022" "1023" "1024" "1025" "1026" "1027" "1028" "1029" "1030"
## [1031] "1031" "1032" "1033" "1034" "1035" "1036" "1037" "1038" "1039" "1040"
## [1041] "1041" "1042" "1043" "1044" "1045" "1046" "1047" "1048" "1049" "1050"
## [1051] "1051" "1052" "1053" "1054" "1055" "1056" "1057" "1058" "1059" "1060"
## [1061] "1061" "1062" "1063" "1064" "1065" "1066" "1067" "1068" "1069" "1070"
## [1071] "1071" "1072" "1073" "1074" "1075" "1076" "1077" "1078" "1079" "1080"
## [1081] "1081" "1082" "1083" "1084" "1085" "1086" "1087" "1088" "1089" "1090"
## [1091] "1091" "1092" "1093" "1094" "1095" "1096" "1097" "1098" "1099" "1100"
## [1101] "1101" "1102" "1103" "1104" "1105" "1106" "1107" "1108" "1109" "1110"
## [1111] "1111" "1112" "1113" "1114" "1115" "1116" "1117" "1118" "1119" "1120"
## [1121] "1121" "1122" "1123" "1124" "1125" "1126" "1127" "1128" "1129" "1130"
## [1131] "1131" "1132" "1133" "1134" "1135" "1136" "1137" "1138" "1139" "1140"
## [1141] "1141" "1142" "1143" "1144" "1145" "1146" "1147" "1148" "1149" "1150"
## [1151] "1151" "1152" "1153" "1154" "1155" "1156" "1157" "1158" "1159" "1160"
## [1161] "1161" "1162" "1163" "1164" "1165" "1166" "1167" "1168" "1169" "1170"
## [1171] "1171" "1172" "1173" "1174" "1175" "1176" "1177" "1178" "1179" "1180"
## [1181] "1181" "1182" "1183" "1184" "1185" "1186" "1187" "1188" "1189" "1190"
## [1191] "1191" "1192" "1193" "1194" "1195" "1196" "1197" "1198" "1199" "1200"
## [1201] "1201" "1202" "1203" "1204" "1205" "1206" "1207" "1208" "1209" "1210"
## [1211] "1211" "1212" "1213" "1214" "1215" "1216" "1217" "1218" "1219" "1220"
## [1221] "1221" "1222" "1223" "1224" "1225" "1226" "1227" "1228" "1229" "1230"
## [1231] "1231" "1232" "1233" "1234" "1235" "1236" "1237" "1238" "1239" "1240"
## [1241] "1241" "1242" "1243" "1244" "1245" "1246" "1247" "1248" "1249" "1250"
## [1251] "1251" "1252" "1253" "1254" "1255" "1256" "1257" "1258" "1259" "1260"
## [1261] "1261" "1262" "1263" "1264" "1265" "1266" "1267" "1268" "1269" "1270"
## [1271] "1271" "1272" "1273" "1274" "1275" "1276" "1277" "1278" "1279" "1280"
## [1281] "1281" "1282" "1283" "1284" "1285" "1286" "1287" "1288" "1289" "1290"
## [1291] "1291" "1292" "1293" "1294" "1295" "1296" "1297" "1298" "1299" "1300"
## [1301] "1301" "1302" "1303" "1304" "1305" "1306" "1307" "1308" "1309" "1310"
## [1311] "1311" "1312" "1313" "1314" "1315" "1316" "1317" "1318" "1319" "1320"
## [1321] "1321" "1322" "1323" "1324" "1325" "1326" "1327" "1328" "1329" "1330"
## [1331] "1331" "1332" "1333" "1334" "1335" "1336" "1337" "1338" "1339" "1340"
## [1341] "1341" "1342" "1343" "1344" "1345" "1346" "1347" "1348" "1349" "1350"
## [1351] "1351" "1352" "1353" "1354" "1355" "1356" "1357" "1358" "1359" "1360"
## [1361] "1361" "1362" "1363" "1364" "1365" "1366" "1367" "1368" "1369" "1370"
## [1371] "1371" "1372" "1373" "1374" "1375" "1376" "1377" "1378" "1379" "1380"
## [1381] "1381" "1382" "1383" "1384" "1385" "1386" "1387" "1388" "1389" "1390"
## [1391] "1391" "1392" "1393" "1394" "1395" "1396" "1397" "1398" "1399" "1400"
## [1401] "1401" "1402" "1403" "1404" "1405" "1406" "1407" "1408" "1409" "1410"
## [1411] "1411" "1412" "1413" "1414" "1415" "1416" "1417" "1418" "1419" "1420"
## [1421] "1421" "1422" "1423" "1424" "1425" "1426" "1427" "1428" "1429" "1430"
## [1431] "1431" "1432" "1433" "1434" "1435" "1436" "1437" "1438" "1439" "1440"
## [1441] "1441" "1442" "1443" "1444" "1445" "1446" "1447" "1448" "1449" "1450"
## [1451] "1451" "1452" "1453" "1454" "1455" "1456" "1457" "1458" "1459" "1460"
## [1461] "1461" "1462" "1463" "1464" "1465" "1466" "1467" "1468" "1469" "1470"
## [1471] "1471" "1472" "1473" "1474" "1475" "1476" "1477" "1478" "1479" "1480"
## [1481] "1481" "1482" "1483" "1484" "1485" "1486" "1487" "1488" "1489" "1490"
## [1491] "1491" "1492" "1493" "1494" "1495" "1496" "1497" "1498" "1499" "1500"
## [1501] "1501" "1502" "1503" "1504" "1505" "1506" "1507" "1508" "1509" "1510"
## [1511] "1511" "1512" "1513" "1514" "1515" "1516" "1517" "1518" "1519" "1520"
## [1521] "1521" "1522" "1523" "1524" "1525" "1526" "1527" "1528" "1529" "1530"
## [1531] "1531" "1532" "1533" "1534" "1535" "1536" "1537" "1538" "1539" "1540"
## [1541] "1541" "1542" "1543" "1544" "1545" "1546" "1547" "1548" "1549" "1550"
## [1551] "1551" "1552" "1553" "1554" "1555" "1556" "1557" "1558" "1559" "1560"
## [1561] "1561" "1562" "1563" "1564" "1565" "1566" "1567" "1568" "1569" "1570"
## [1571] "1571" "1572" "1573" "1574" "1575" "1576" "1577" "1578" "1579" "1580"
## [1581] "1581" "1582" "1583" "1584" "1585" "1586" "1587" "1588" "1589" "1590"
## [1591] "1591" "1592" "1593" "1594" "1595" "1596" "1597" "1598" "1599" "1600"
## [1601] "1601" "1602" "1603" "1604" "1605" "1606" "1607" "1608" "1609" "1610"
## [1611] "1611" "1612" "1613" "1614" "1615" "1616" "1617" "1618" "1619" "1620"
## [1621] "1621" "1622" "1623" "1624" "1625" "1626" "1627" "1628" "1629" "1630"
## [1631] "1631" "1632" "1633" "1634" "1635" "1636" "1637" "1638" "1639" "1640"
## [1641] "1641" "1642" "1643" "1644" "1645" "1646" "1647" "1648" "1649" "1650"
## [1651] "1651" "1652" "1653" "1654" "1655" "1656" "1657" "1658" "1659" "1660"
## [1661] "1661" "1662" "1663" "1664" "1665" "1666" "1667" "1668" "1669" "1670"
## [1671] "1671" "1672" "1673" "1674" "1675" "1676" "1677" "1678" "1679" "1680"
## [1681] "1681" "1682" "1683" "1684" "1685" "1686" "1687" "1688" "1689" "1690"
## [1691] "1691" "1692" "1693" "1694" "1695" "1696" "1697" "1698" "1699" "1700"
## [1701] "1701" "1702" "1703" "1704" "1705" "1706" "1707" "1708" "1709" "1710"
## [1711] "1711" "1712" "1713" "1714" "1715" "1716" "1717" "1718" "1719" "1720"
## [1721] "1721" "1722" "1723" "1724" "1725" "1726" "1727" "1728" "1729" "1730"
## [1731] "1731" "1732" "1733" "1734" "1735" "1736" "1737" "1738" "1739" "1740"
## [1741] "1741" "1742" "1743" "1744" "1745" "1746" "1747" "1748" "1749" "1750"
## [1751] "1751" "1752" "1753" "1754" "1755" "1756" "1757" "1758" "1759" "1760"
## [1761] "1761" "1762" "1763" "1764" "1765" "1766" "1767" "1768" "1769" "1770"
## [1771] "1771" "1772" "1773" "1774" "1775" "1776" "1777" "1778" "1779" "1780"
## [1781] "1781" "1782" "1783" "1784" "1785" "1786" "1787" "1788" "1789" "1790"
## [1791] "1791" "1792" "1793" "1794" "1795" "1796" "1797" "1798" "1799" "1800"
## [1801] "1801" "1802" "1803" "1804" "1805" "1806" "1807" "1808" "1809" "1810"
## [1811] "1811" "1812" "1813" "1814" "1815" "1816" "1817" "1818" "1819" "1820"
## [1821] "1821" "1822" "1823" "1824" "1825" "1826" "1827" "1828" "1829" "1830"
## [1831] "1831" "1832" "1833" "1834" "1835" "1836" "1837" "1838" "1839" "1840"
## [1841] "1841" "1842" "1843" "1844" "1845" "1846" "1847" "1848" "1849" "1850"
## [1851] "1851" "1852" "1853" "1854" "1855" "1856" "1857" "1858" "1859" "1860"
## [1861] "1861" "1862" "1863" "1864" "1865" "1866" "1867" "1868" "1869" "1870"
## [1871] "1871" "1872" "1873" "1874" "1875" "1876" "1877" "1878" "1879" "1880"
## [1881] "1881" "1882" "1883" "1884" "1885" "1886" "1887" "1888" "1889" "1890"
## [1891] "1891" "1892" "1893" "1894" "1895" "1896" "1897" "1898" "1899" "1900"
## [1901] "1901" "1902" "1903" "1904" "1905" "1906" "1907" "1908" "1909" "1910"
## [1911] "1911" "1912" "1913" "1914" "1915" "1916" "1917" "1918" "1919" "1920"
## [1921] "1921" "1922" "1923" "1924" "1925" "1926" "1927" "1928" "1929" "1930"
## [1931] "1931" "1932" "1933" "1934" "1935" "1936" "1937" "1938" "1939" "1940"
## [1941] "1941" "1942" "1943" "1944" "1945" "1946" "1947" "1948" "1949" "1950"
## [1951] "1951" "1952" "1953" "1954" "1955" "1956" "1957" "1958" "1959" "1960"
## [1961] "1961" "1962" "1963" "1964" "1965" "1966" "1967" "1968" "1969" "1970"
## [1971] "1971" "1972" "1973" "1974" "1975" "1976" "1977" "1978" "1979" "1980"
## [1981] "1981" "1982" "1983" "1984" "1985" "1986" "1987" "1988" "1989" "1990"
## [1991] "1991" "1992" "1993" "1994" "1995" "1996" "1997" "1998" "1999" "2000"
## [2001] "2001" "2002" "2003" "2004" "2005" "2006" "2007" "2008" "2009" "2010"
## [2011] "2011" "2012" "2013" "2014" "2015" "2016" "2017" "2018" "2019" "2020"
## [2021] "2021" "2022" "2023" "2024" "2025" "2026" "2027" "2028" "2029" "2030"
## [2031] "2031" "2032" "2033" "2034" "2035" "2036" "2037" "2038" "2039" "2040"
## [2041] "2041" "2042" "2043" "2044" "2045" "2046" "2047" "2048" "2049" "2050"
## [2051] "2051" "2052" "2053" "2054" "2055" "2056" "2057" "2058" "2059" "2060"
## [2061] "2061" "2062" "2063" "2064" "2065" "2066" "2067" "2068" "2069" "2070"
## [2071] "2071" "2072" "2073" "2074" "2075" "2076" "2077" "2078" "2079" "2080"
## [2081] "2081" "2082" "2083" "2084" "2085" "2086" "2087" "2088" "2089" "2090"
## [2091] "2091" "2092" "2093" "2094" "2095" "2096" "2097" "2098" "2099" "2100"
## [2101] "2101" "2102" "2103" "2104" "2105" "2106" "2107" "2108" "2109" "2110"
## [2111] "2111" "2112" "2113" "2114" "2115" "2116" "2117" "2118" "2119" "2120"
## [2121] "2121" "2122" "2123" "2124" "2125" "2126" "2127" "2128" "2129" "2130"
## [2131] "2131" "2132" "2133" "2134" "2135" "2136" "2137" "2138" "2139" "2140"
## [2141] "2141" "2142" "2143" "2144" "2145" "2146" "2147" "2148" "2149" "2150"
## [2151] "2151" "2152" "2153" "2154" "2155" "2156" "2157" "2158" "2159" "2160"
## [2161] "2161" "2162" "2163" "2164" "2165" "2166" "2167" "2168" "2169" "2170"
## [2171] "2171" "2172" "2173" "2174" "2175" "2176" "2177" "2178" "2179" "2180"
## [2181] "2181" "2182" "2183" "2184" "2185" "2186" "2187" "2188" "2189" "2190"
## [2191] "2191" "2192" "2193" "2194" "2195" "2196" "2197" "2198" "2199" "2200"
## [2201] "2201" "2202" "2203" "2204" "2205" "2206" "2207" "2208" "2209" "2210"
## [2211] "2211" "2212" "2213" "2214" "2215" "2216" "2217" "2218" "2219" "2220"
## [2221] "2221" "2222" "2223" "2224" "2225" "2226" "2227" "2228" "2229" "2230"
## [2231] "2231" "2232" "2233" "2234" "2235" "2236" "2237" "2238" "2239" "2240"
## [2241] "2241" "2242" "2243" "2244" "2245" "2246" "2247" "2248" "2249" "2250"
## [2251] "2251" "2252" "2253" "2254" "2255" "2256" "2257" "2258" "2259" "2260"
## [2261] "2261" "2262" "2263" "2264" "2265" "2266" "2267" "2268" "2269" "2270"
## [2271] "2271" "2272" "2273" "2274" "2275" "2276" "2277" "2278" "2279" "2280"
## [2281] "2281" "2282" "2283" "2284" "2285" "2286" "2287" "2288" "2289" "2290"
## [2291] "2291" "2292" "2293" "2294" "2295" "2296" "2297" "2298" "2299" "2300"
## [2301] "2301" "2302" "2303" "2304" "2305" "2306" "2307" "2308" "2309" "2310"
## [2311] "2311" "2312" "2313" "2314" "2315" "2316" "2317" "2318" "2319" "2320"
## [2321] "2321" "2322" "2323" "2324" "2325" "2326" "2327" "2328" "2329" "2330"
## [2331] "2331" "2332" "2333" "2334" "2335" "2336" "2337" "2338" "2339" "2340"
## [2341] "2341" "2342" "2343" "2344" "2345" "2346" "2347" "2348" "2349" "2350"
## [2351] "2351" "2352" "2353" "2354" "2355" "2356" "2357" "2358" "2359" "2360"
## [2361] "2361" "2362" "2363" "2364" "2365" "2366" "2367" "2368" "2369" "2370"
## [2371] "2371" "2372" "2373" "2374" "2375" "2376" "2377" "2378" "2379" "2380"
## [2381] "2381" "2382" "2383" "2384" "2385" "2386" "2387" "2388" "2389" "2390"
## [2391] "2391" "2392" "2393" "2394" "2395" "2396" "2397" "2398" "2399" "2400"
## [2401] "2401" "2402" "2403" "2404" "2405" "2406" "2407" "2408" "2409" "2410"
## [2411] "2411" "2412" "2413" "2414" "2415" "2416" "2417" "2418" "2419" "2420"
## [2421] "2421" "2422" "2423" "2424" "2425" "2426" "2427" "2428" "2429" "2430"
## [2431] "2431" "2432" "2433" "2434" "2435" "2436" "2437" "2438" "2439" "2440"
## [2441] "2441" "2442" "2443" "2444" "2445" "2446" "2447" "2448" "2449" "2450"
## [2451] "2451" "2452" "2453" "2454" "2455" "2456" "2457" "2458" "2459" "2460"
## [2461] "2461" "2462" "2463" "2464" "2465" "2466" "2467" "2468" "2469" "2470"
## [2471] "2471" "2472" "2473" "2474" "2475" "2476" "2477" "2478" "2479" "2480"
## [2481] "2481" "2482" "2483" "2484" "2485" "2486" "2487" "2488" "2489" "2490"
## [2491] "2491" "2492" "2493" "2494" "2495" "2496" "2497" "2498" "2499" "2500"
## [2501] "2501" "2502" "2503" "2504" "2505" "2506" "2507" "2508" "2509" "2510"
## [2511] "2511" "2512" "2513" "2514" "2515" "2516" "2517" "2518" "2519" "2520"
## [2521] "2521" "2522" "2523" "2524" "2525" "2526" "2527" "2528" "2529" "2530"
## [2531] "2531" "2532" "2533" "2534" "2535" "2536" "2537" "2538" "2539" "2540"
## [2541] "2541" "2542" "2543" "2544" "2545" "2546" "2547" "2548" "2549" "2550"
## [2551] "2551" "2552" "2553" "2554" "2555" "2556" "2557" "2558" "2559" "2560"
## [2561] "2561" "2562" "2563" "2564" "2565" "2566" "2567" "2568" "2569" "2570"
## [2571] "2571" "2572" "2573" "2574" "2575" "2576" "2577" "2578" "2579" "2580"
## [2581] "2581" "2582" "2583" "2584" "2585" "2586" "2587" "2588" "2589" "2590"
## [2591] "2591" "2592" "2593" "2594" "2595" "2596" "2597" "2598" "2599" "2600"
## [2601] "2601" "2602" "2603" "2604" "2605" "2606" "2607" "2608" "2609" "2610"
## [2611] "2611" "2612" "2613" "2614" "2615" "2616" "2617" "2618" "2619" "2620"
## [2621] "2621" "2622" "2623" "2624" "2625" "2626" "2627" "2628" "2629" "2630"
## [2631] "2631" "2632" "2633" "2634" "2635" "2636" "2637" "2638" "2639" "2640"
## [2641] "2641" "2642" "2643" "2644" "2645" "2646" "2647" "2648" "2649" "2650"
## [2651] "2651" "2652" "2653" "2654" "2655" "2656" "2657" "2658" "2659" "2660"
## [2661] "2661" "2662" "2663" "2664" "2665" "2666" "2667" "2668" "2669" "2670"
## [2671] "2671" "2672" "2673" "2674" "2675" "2676" "2677" "2678" "2679" "2680"
## [2681] "2681" "2682" "2683" "2684" "2685" "2686" "2687" "2688" "2689" "2690"
## [2691] "2691" "2692" "2693" "2694" "2695" "2696" "2697" "2698" "2699" "2700"
## [2701] "2701" "2702" "2703" "2704" "2705" "2706" "2707" "2708" "2709" "2710"
## [2711] "2711" "2712" "2713" "2714" "2715" "2716" "2717" "2718" "2719" "2720"
## [2721] "2721" "2722" "2723" "2724" "2725" "2726" "2727" "2728" "2729" "2730"
## [2731] "2731" "2732" "2733" "2734" "2735" "2736" "2737" "2738" "2739" "2740"
## [2741] "2741" "2742" "2743" "2744" "2745" "2746" "2747" "2748" "2749" "2750"
## [2751] "2751" "2752" "2753" "2754" "2755" "2756" "2757" "2758" "2759" "2760"
## [2761] "2761" "2762" "2763" "2764" "2765" "2766" "2767" "2768" "2769" "2770"
## [2771] "2771" "2772" "2773" "2774" "2775" "2776" "2777" "2778" "2779" "2780"
## [2781] "2781" "2782" "2783" "2784" "2785" "2786" "2787" "2788" "2789" "2790"
## [2791] "2791" "2792" "2793" "2794" "2795" "2796" "2797" "2798" "2799" "2800"
## [2801] "2801" "2802" "2803" "2804" "2805" "2806" "2807" "2808" "2809" "2810"
## [2811] "2811" "2812" "2813" "2814" "2815" "2816" "2817" "2818" "2819" "2820"
## [2821] "2821" "2822" "2823" "2824" "2825" "2826" "2827" "2828" "2829" "2830"
## [2831] "2831" "2832" "2833" "2834" "2835" "2836" "2837" "2838" "2839" "2840"
## [2841] "2841" "2842" "2843" "2844" "2845" "2846" "2847" "2848" "2849" "2850"
## [2851] "2851" "2852" "2853" "2854" "2855" "2856" "2857" "2858" "2859" "2860"
## [2861] "2861" "2862" "2863" "2864" "2865" "2866" "2867" "2868" "2869" "2870"
## [2871] "2871" "2872" "2873" "2874" "2875" "2876" "2877" "2878" "2879" "2880"
## [2881] "2881" "2882" "2883" "2884" "2885" "2886" "2887" "2888" "2889" "2890"
## [2891] "2891" "2892" "2893" "2894" "2895" "2896" "2897" "2898" "2899" "2900"
## [2901] "2901" "2902" "2903" "2904" "2905" "2906" "2907" "2908" "2909" "2910"
## [2911] "2911" "2912" "2913" "2914" "2915" "2916" "2917" "2918" "2919" "2920"
## [2921] "2921" "2922" "2923" "2924" "2925" "2926" "2927" "2928" "2929" "2930"
## [2931] "2931" "2932" "2933" "2934" "2935" "2936" "2937" "2938" "2939" "2940"
## [2941] "2941" "2942" "2943" "2944" "2945" "2946" "2947" "2948" "2949" "2950"
## [2951] "2951" "2952" "2953" "2954" "2955" "2956" "2957" "2958" "2959" "2960"
## [2961] "2961" "2962" "2963" "2964" "2965" "2966" "2967" "2968" "2969" "2970"
## [2971] "2971" "2972" "2973" "2974" "2975" "2976" "2977" "2978" "2979" "2980"
## [2981] "2981" "2982" "2983" "2984" "2985" "2986" "2987" "2988" "2989" "2990"
## [2991] "2991" "2992" "2993" "2994" "2995" "2996" "2997" "2998" "2999" "3000"
## [3001] "3001" "3002" "3003" "3004" "3005" "3006" "3007" "3008" "3009" "3010"
## [3011] "3011" "3012" "3013" "3014" "3015" "3016" "3017" "3018" "3019" "3020"
## [3021] "3021" "3022" "3023" "3024" "3025" "3026" "3027" "3028" "3029" "3030"
## [3031] "3031" "3032" "3033" "3034" "3035" "3036" "3037" "3038" "3039" "3040"
## [3041] "3041" "3042" "3043" "3044" "3045" "3046" "3047" "3048" "3049" "3050"
## [3051] "3051" "3052" "3053" "3054" "3055" "3056" "3057" "3058" "3059" "3060"
## [3061] "3061" "3062" "3063" "3064" "3065" "3066" "3067" "3068" "3069" "3070"
## [3071] "3071" "3072" "3073" "3074" "3075" "3076" "3077" "3078" "3079" "3080"
## [3081] "3081" "3082" "3083" "3084" "3085" "3086" "3087" "3088" "3089" "3090"
## [3091] "3091" "3092" "3093" "3094" "3095" "3096" "3097" "3098" "3099" "3100"
## [3101] "3101" "3102" "3103" "3104" "3105" "3106" "3107" "3108" "3109" "3110"
## [3111] "3111" "3112" "3113" "3114" "3115" "3116" "3117" "3118" "3119" "3120"
## [3121] "3121" "3122" "3123" "3124" "3125" "3126" "3127" "3128" "3129" "3130"
## [3131] "3131" "3132" "3133" "3134" "3135" "3136" "3137" "3138" "3139" "3140"
## [3141] "3141" "3142" "3143" "3144" "3145" "3146" "3147" "3148" "3149" "3150"
## [3151] "3151" "3152" "3153" "3154" "3155" "3156" "3157" "3158" "3159" "3160"
## [3161] "3161" "3162" "3163" "3164" "3165" "3166" "3167" "3168" "3169" "3170"
## [3171] "3171" "3172" "3173" "3174" "3175" "3176" "3177" "3178" "3179" "3180"
## [3181] "3181" "3182" "3183" "3184" "3185" "3186" "3187" "3188" "3189" "3190"
## [3191] "3191" "3192" "3193" "3194" "3195" "3196" "3197" "3198" "3199" "3200"
## [3201] "3201" "3202" "3203" "3204" "3205" "3206" "3207" "3208" "3209" "3210"
## [3211] "3211" "3212" "3213" "3214" "3215" "3216" "3217" "3218" "3219" "3220"
## [3221] "3221" "3222" "3223" "3224" "3225" "3226" "3227" "3228" "3229" "3230"
## [3231] "3231" "3232" "3233" "3234" "3235" "3236" "3237" "3238" "3239" "3240"
## [3241] "3241" "3242" "3243" "3244" "3245" "3246" "3247" "3248" "3249" "3250"
## [3251] "3251" "3252" "3253" "3254" "3255" "3256" "3257" "3258" "3259" "3260"
## [3261] "3261" "3262" "3263" "3264" "3265" "3266" "3267" "3268" "3269" "3270"
## [3271] "3271" "3272" "3273" "3274" "3275" "3276"
##
## [[2]]
## [1] "ph" "Hardness" "Solids" "Chloramines"
## [5] "Sulfate" "Conductivity" "Organic_carbon" "Trihalomethanes"
## [9] "Turbidity" "Potability"dimnames(data)[[1]]## [1] "1" "2" "3" "4" "5" "6" "7" "8" "9" "10"
## [11] "11" "12" "13" "14" "15" "16" "17" "18" "19" "20"
## [21] "21" "22" "23" "24" "25" "26" "27" "28" "29" "30"
## [31] "31" "32" "33" "34" "35" "36" "37" "38" "39" "40"
## [41] "41" "42" "43" "44" "45" "46" "47" "48" "49" "50"
## [51] "51" "52" "53" "54" "55" "56" "57" "58" "59" "60"
## [61] "61" "62" "63" "64" "65" "66" "67" "68" "69" "70"
## [71] "71" "72" "73" "74" "75" "76" "77" "78" "79" "80"
## [81] "81" "82" "83" "84" "85" "86" "87" "88" "89" "90"
## [91] "91" "92" "93" "94" "95" "96" "97" "98" "99" "100"
## [101] "101" "102" "103" "104" "105" "106" "107" "108" "109" "110"
## [111] "111" "112" "113" "114" "115" "116" "117" "118" "119" "120"
## [121] "121" "122" "123" "124" "125" "126" "127" "128" "129" "130"
## [131] "131" "132" "133" "134" "135" "136" "137" "138" "139" "140"
## [141] "141" "142" "143" "144" "145" "146" "147" "148" "149" "150"
## [151] "151" "152" "153" "154" "155" "156" "157" "158" "159" "160"
## [161] "161" "162" "163" "164" "165" "166" "167" "168" "169" "170"
## [171] "171" "172" "173" "174" "175" "176" "177" "178" "179" "180"
## [181] "181" "182" "183" "184" "185" "186" "187" "188" "189" "190"
## [191] "191" "192" "193" "194" "195" "196" "197" "198" "199" "200"
## [201] "201" "202" "203" "204" "205" "206" "207" "208" "209" "210"
## [211] "211" "212" "213" "214" "215" "216" "217" "218" "219" "220"
## [221] "221" "222" "223" "224" "225" "226" "227" "228" "229" "230"
## [231] "231" "232" "233" "234" "235" "236" "237" "238" "239" "240"
## [241] "241" "242" "243" "244" "245" "246" "247" "248" "249" "250"
## [251] "251" "252" "253" "254" "255" "256" "257" "258" "259" "260"
## [261] "261" "262" "263" "264" "265" "266" "267" "268" "269" "270"
## [271] "271" "272" "273" "274" "275" "276" "277" "278" "279" "280"
## [281] "281" "282" "283" "284" "285" "286" "287" "288" "289" "290"
## [291] "291" "292" "293" "294" "295" "296" "297" "298" "299" "300"
## [301] "301" "302" "303" "304" "305" "306" "307" "308" "309" "310"
## [311] "311" "312" "313" "314" "315" "316" "317" "318" "319" "320"
## [321] "321" "322" "323" "324" "325" "326" "327" "328" "329" "330"
## [331] "331" "332" "333" "334" "335" "336" "337" "338" "339" "340"
## [341] "341" "342" "343" "344" "345" "346" "347" "348" "349" "350"
## [351] "351" "352" "353" "354" "355" "356" "357" "358" "359" "360"
## [361] "361" "362" "363" "364" "365" "366" "367" "368" "369" "370"
## [371] "371" "372" "373" "374" "375" "376" "377" "378" "379" "380"
## [381] "381" "382" "383" "384" "385" "386" "387" "388" "389" "390"
## [391] "391" "392" "393" "394" "395" "396" "397" "398" "399" "400"
## [401] "401" "402" "403" "404" "405" "406" "407" "408" "409" "410"
## [411] "411" "412" "413" "414" "415" "416" "417" "418" "419" "420"
## [421] "421" "422" "423" "424" "425" "426" "427" "428" "429" "430"
## [431] "431" "432" "433" "434" "435" "436" "437" "438" "439" "440"
## [441] "441" "442" "443" "444" "445" "446" "447" "448" "449" "450"
## [451] "451" "452" "453" "454" "455" "456" "457" "458" "459" "460"
## [461] "461" "462" "463" "464" "465" "466" "467" "468" "469" "470"
## [471] "471" "472" "473" "474" "475" "476" "477" "478" "479" "480"
## [481] "481" "482" "483" "484" "485" "486" "487" "488" "489" "490"
## [491] "491" "492" "493" "494" "495" "496" "497" "498" "499" "500"
## [501] "501" "502" "503" "504" "505" "506" "507" "508" "509" "510"
## [511] "511" "512" "513" "514" "515" "516" "517" "518" "519" "520"
## [521] "521" "522" "523" "524" "525" "526" "527" "528" "529" "530"
## [531] "531" "532" "533" "534" "535" "536" "537" "538" "539" "540"
## [541] "541" "542" "543" "544" "545" "546" "547" "548" "549" "550"
## [551] "551" "552" "553" "554" "555" "556" "557" "558" "559" "560"
## [561] "561" "562" "563" "564" "565" "566" "567" "568" "569" "570"
## [571] "571" "572" "573" "574" "575" "576" "577" "578" "579" "580"
## [581] "581" "582" "583" "584" "585" "586" "587" "588" "589" "590"
## [591] "591" "592" "593" "594" "595" "596" "597" "598" "599" "600"
## [601] "601" "602" "603" "604" "605" "606" "607" "608" "609" "610"
## [611] "611" "612" "613" "614" "615" "616" "617" "618" "619" "620"
## [621] "621" "622" "623" "624" "625" "626" "627" "628" "629" "630"
## [631] "631" "632" "633" "634" "635" "636" "637" "638" "639" "640"
## [641] "641" "642" "643" "644" "645" "646" "647" "648" "649" "650"
## [651] "651" "652" "653" "654" "655" "656" "657" "658" "659" "660"
## [661] "661" "662" "663" "664" "665" "666" "667" "668" "669" "670"
## [671] "671" "672" "673" "674" "675" "676" "677" "678" "679" "680"
## [681] "681" "682" "683" "684" "685" "686" "687" "688" "689" "690"
## [691] "691" "692" "693" "694" "695" "696" "697" "698" "699" "700"
## [701] "701" "702" "703" "704" "705" "706" "707" "708" "709" "710"
## [711] "711" "712" "713" "714" "715" "716" "717" "718" "719" "720"
## [721] "721" "722" "723" "724" "725" "726" "727" "728" "729" "730"
## [731] "731" "732" "733" "734" "735" "736" "737" "738" "739" "740"
## [741] "741" "742" "743" "744" "745" "746" "747" "748" "749" "750"
## [751] "751" "752" "753" "754" "755" "756" "757" "758" "759" "760"
## [761] "761" "762" "763" "764" "765" "766" "767" "768" "769" "770"
## [771] "771" "772" "773" "774" "775" "776" "777" "778" "779" "780"
## [781] "781" "782" "783" "784" "785" "786" "787" "788" "789" "790"
## [791] "791" "792" "793" "794" "795" "796" "797" "798" "799" "800"
## [801] "801" "802" "803" "804" "805" "806" "807" "808" "809" "810"
## [811] "811" "812" "813" "814" "815" "816" "817" "818" "819" "820"
## [821] "821" "822" "823" "824" "825" "826" "827" "828" "829" "830"
## [831] "831" "832" "833" "834" "835" "836" "837" "838" "839" "840"
## [841] "841" "842" "843" "844" "845" "846" "847" "848" "849" "850"
## [851] "851" "852" "853" "854" "855" "856" "857" "858" "859" "860"
## [861] "861" "862" "863" "864" "865" "866" "867" "868" "869" "870"
## [871] "871" "872" "873" "874" "875" "876" "877" "878" "879" "880"
## [881] "881" "882" "883" "884" "885" "886" "887" "888" "889" "890"
## [891] "891" "892" "893" "894" "895" "896" "897" "898" "899" "900"
## [901] "901" "902" "903" "904" "905" "906" "907" "908" "909" "910"
## [911] "911" "912" "913" "914" "915" "916" "917" "918" "919" "920"
## [921] "921" "922" "923" "924" "925" "926" "927" "928" "929" "930"
## [931] "931" "932" "933" "934" "935" "936" "937" "938" "939" "940"
## [941] "941" "942" "943" "944" "945" "946" "947" "948" "949" "950"
## [951] "951" "952" "953" "954" "955" "956" "957" "958" "959" "960"
## [961] "961" "962" "963" "964" "965" "966" "967" "968" "969" "970"
## [971] "971" "972" "973" "974" "975" "976" "977" "978" "979" "980"
## [981] "981" "982" "983" "984" "985" "986" "987" "988" "989" "990"
## [991] "991" "992" "993" "994" "995" "996" "997" "998" "999" "1000"
## [1001] "1001" "1002" "1003" "1004" "1005" "1006" "1007" "1008" "1009" "1010"
## [1011] "1011" "1012" "1013" "1014" "1015" "1016" "1017" "1018" "1019" "1020"
## [1021] "1021" "1022" "1023" "1024" "1025" "1026" "1027" "1028" "1029" "1030"
## [1031] "1031" "1032" "1033" "1034" "1035" "1036" "1037" "1038" "1039" "1040"
## [1041] "1041" "1042" "1043" "1044" "1045" "1046" "1047" "1048" "1049" "1050"
## [1051] "1051" "1052" "1053" "1054" "1055" "1056" "1057" "1058" "1059" "1060"
## [1061] "1061" "1062" "1063" "1064" "1065" "1066" "1067" "1068" "1069" "1070"
## [1071] "1071" "1072" "1073" "1074" "1075" "1076" "1077" "1078" "1079" "1080"
## [1081] "1081" "1082" "1083" "1084" "1085" "1086" "1087" "1088" "1089" "1090"
## [1091] "1091" "1092" "1093" "1094" "1095" "1096" "1097" "1098" "1099" "1100"
## [1101] "1101" "1102" "1103" "1104" "1105" "1106" "1107" "1108" "1109" "1110"
## [1111] "1111" "1112" "1113" "1114" "1115" "1116" "1117" "1118" "1119" "1120"
## [1121] "1121" "1122" "1123" "1124" "1125" "1126" "1127" "1128" "1129" "1130"
## [1131] "1131" "1132" "1133" "1134" "1135" "1136" "1137" "1138" "1139" "1140"
## [1141] "1141" "1142" "1143" "1144" "1145" "1146" "1147" "1148" "1149" "1150"
## [1151] "1151" "1152" "1153" "1154" "1155" "1156" "1157" "1158" "1159" "1160"
## [1161] "1161" "1162" "1163" "1164" "1165" "1166" "1167" "1168" "1169" "1170"
## [1171] "1171" "1172" "1173" "1174" "1175" "1176" "1177" "1178" "1179" "1180"
## [1181] "1181" "1182" "1183" "1184" "1185" "1186" "1187" "1188" "1189" "1190"
## [1191] "1191" "1192" "1193" "1194" "1195" "1196" "1197" "1198" "1199" "1200"
## [1201] "1201" "1202" "1203" "1204" "1205" "1206" "1207" "1208" "1209" "1210"
## [1211] "1211" "1212" "1213" "1214" "1215" "1216" "1217" "1218" "1219" "1220"
## [1221] "1221" "1222" "1223" "1224" "1225" "1226" "1227" "1228" "1229" "1230"
## [1231] "1231" "1232" "1233" "1234" "1235" "1236" "1237" "1238" "1239" "1240"
## [1241] "1241" "1242" "1243" "1244" "1245" "1246" "1247" "1248" "1249" "1250"
## [1251] "1251" "1252" "1253" "1254" "1255" "1256" "1257" "1258" "1259" "1260"
## [1261] "1261" "1262" "1263" "1264" "1265" "1266" "1267" "1268" "1269" "1270"
## [1271] "1271" "1272" "1273" "1274" "1275" "1276" "1277" "1278" "1279" "1280"
## [1281] "1281" "1282" "1283" "1284" "1285" "1286" "1287" "1288" "1289" "1290"
## [1291] "1291" "1292" "1293" "1294" "1295" "1296" "1297" "1298" "1299" "1300"
## [1301] "1301" "1302" "1303" "1304" "1305" "1306" "1307" "1308" "1309" "1310"
## [1311] "1311" "1312" "1313" "1314" "1315" "1316" "1317" "1318" "1319" "1320"
## [1321] "1321" "1322" "1323" "1324" "1325" "1326" "1327" "1328" "1329" "1330"
## [1331] "1331" "1332" "1333" "1334" "1335" "1336" "1337" "1338" "1339" "1340"
## [1341] "1341" "1342" "1343" "1344" "1345" "1346" "1347" "1348" "1349" "1350"
## [1351] "1351" "1352" "1353" "1354" "1355" "1356" "1357" "1358" "1359" "1360"
## [1361] "1361" "1362" "1363" "1364" "1365" "1366" "1367" "1368" "1369" "1370"
## [1371] "1371" "1372" "1373" "1374" "1375" "1376" "1377" "1378" "1379" "1380"
## [1381] "1381" "1382" "1383" "1384" "1385" "1386" "1387" "1388" "1389" "1390"
## [1391] "1391" "1392" "1393" "1394" "1395" "1396" "1397" "1398" "1399" "1400"
## [1401] "1401" "1402" "1403" "1404" "1405" "1406" "1407" "1408" "1409" "1410"
## [1411] "1411" "1412" "1413" "1414" "1415" "1416" "1417" "1418" "1419" "1420"
## [1421] "1421" "1422" "1423" "1424" "1425" "1426" "1427" "1428" "1429" "1430"
## [1431] "1431" "1432" "1433" "1434" "1435" "1436" "1437" "1438" "1439" "1440"
## [1441] "1441" "1442" "1443" "1444" "1445" "1446" "1447" "1448" "1449" "1450"
## [1451] "1451" "1452" "1453" "1454" "1455" "1456" "1457" "1458" "1459" "1460"
## [1461] "1461" "1462" "1463" "1464" "1465" "1466" "1467" "1468" "1469" "1470"
## [1471] "1471" "1472" "1473" "1474" "1475" "1476" "1477" "1478" "1479" "1480"
## [1481] "1481" "1482" "1483" "1484" "1485" "1486" "1487" "1488" "1489" "1490"
## [1491] "1491" "1492" "1493" "1494" "1495" "1496" "1497" "1498" "1499" "1500"
## [1501] "1501" "1502" "1503" "1504" "1505" "1506" "1507" "1508" "1509" "1510"
## [1511] "1511" "1512" "1513" "1514" "1515" "1516" "1517" "1518" "1519" "1520"
## [1521] "1521" "1522" "1523" "1524" "1525" "1526" "1527" "1528" "1529" "1530"
## [1531] "1531" "1532" "1533" "1534" "1535" "1536" "1537" "1538" "1539" "1540"
## [1541] "1541" "1542" "1543" "1544" "1545" "1546" "1547" "1548" "1549" "1550"
## [1551] "1551" "1552" "1553" "1554" "1555" "1556" "1557" "1558" "1559" "1560"
## [1561] "1561" "1562" "1563" "1564" "1565" "1566" "1567" "1568" "1569" "1570"
## [1571] "1571" "1572" "1573" "1574" "1575" "1576" "1577" "1578" "1579" "1580"
## [1581] "1581" "1582" "1583" "1584" "1585" "1586" "1587" "1588" "1589" "1590"
## [1591] "1591" "1592" "1593" "1594" "1595" "1596" "1597" "1598" "1599" "1600"
## [1601] "1601" "1602" "1603" "1604" "1605" "1606" "1607" "1608" "1609" "1610"
## [1611] "1611" "1612" "1613" "1614" "1615" "1616" "1617" "1618" "1619" "1620"
## [1621] "1621" "1622" "1623" "1624" "1625" "1626" "1627" "1628" "1629" "1630"
## [1631] "1631" "1632" "1633" "1634" "1635" "1636" "1637" "1638" "1639" "1640"
## [1641] "1641" "1642" "1643" "1644" "1645" "1646" "1647" "1648" "1649" "1650"
## [1651] "1651" "1652" "1653" "1654" "1655" "1656" "1657" "1658" "1659" "1660"
## [1661] "1661" "1662" "1663" "1664" "1665" "1666" "1667" "1668" "1669" "1670"
## [1671] "1671" "1672" "1673" "1674" "1675" "1676" "1677" "1678" "1679" "1680"
## [1681] "1681" "1682" "1683" "1684" "1685" "1686" "1687" "1688" "1689" "1690"
## [1691] "1691" "1692" "1693" "1694" "1695" "1696" "1697" "1698" "1699" "1700"
## [1701] "1701" "1702" "1703" "1704" "1705" "1706" "1707" "1708" "1709" "1710"
## [1711] "1711" "1712" "1713" "1714" "1715" "1716" "1717" "1718" "1719" "1720"
## [1721] "1721" "1722" "1723" "1724" "1725" "1726" "1727" "1728" "1729" "1730"
## [1731] "1731" "1732" "1733" "1734" "1735" "1736" "1737" "1738" "1739" "1740"
## [1741] "1741" "1742" "1743" "1744" "1745" "1746" "1747" "1748" "1749" "1750"
## [1751] "1751" "1752" "1753" "1754" "1755" "1756" "1757" "1758" "1759" "1760"
## [1761] "1761" "1762" "1763" "1764" "1765" "1766" "1767" "1768" "1769" "1770"
## [1771] "1771" "1772" "1773" "1774" "1775" "1776" "1777" "1778" "1779" "1780"
## [1781] "1781" "1782" "1783" "1784" "1785" "1786" "1787" "1788" "1789" "1790"
## [1791] "1791" "1792" "1793" "1794" "1795" "1796" "1797" "1798" "1799" "1800"
## [1801] "1801" "1802" "1803" "1804" "1805" "1806" "1807" "1808" "1809" "1810"
## [1811] "1811" "1812" "1813" "1814" "1815" "1816" "1817" "1818" "1819" "1820"
## [1821] "1821" "1822" "1823" "1824" "1825" "1826" "1827" "1828" "1829" "1830"
## [1831] "1831" "1832" "1833" "1834" "1835" "1836" "1837" "1838" "1839" "1840"
## [1841] "1841" "1842" "1843" "1844" "1845" "1846" "1847" "1848" "1849" "1850"
## [1851] "1851" "1852" "1853" "1854" "1855" "1856" "1857" "1858" "1859" "1860"
## [1861] "1861" "1862" "1863" "1864" "1865" "1866" "1867" "1868" "1869" "1870"
## [1871] "1871" "1872" "1873" "1874" "1875" "1876" "1877" "1878" "1879" "1880"
## [1881] "1881" "1882" "1883" "1884" "1885" "1886" "1887" "1888" "1889" "1890"
## [1891] "1891" "1892" "1893" "1894" "1895" "1896" "1897" "1898" "1899" "1900"
## [1901] "1901" "1902" "1903" "1904" "1905" "1906" "1907" "1908" "1909" "1910"
## [1911] "1911" "1912" "1913" "1914" "1915" "1916" "1917" "1918" "1919" "1920"
## [1921] "1921" "1922" "1923" "1924" "1925" "1926" "1927" "1928" "1929" "1930"
## [1931] "1931" "1932" "1933" "1934" "1935" "1936" "1937" "1938" "1939" "1940"
## [1941] "1941" "1942" "1943" "1944" "1945" "1946" "1947" "1948" "1949" "1950"
## [1951] "1951" "1952" "1953" "1954" "1955" "1956" "1957" "1958" "1959" "1960"
## [1961] "1961" "1962" "1963" "1964" "1965" "1966" "1967" "1968" "1969" "1970"
## [1971] "1971" "1972" "1973" "1974" "1975" "1976" "1977" "1978" "1979" "1980"
## [1981] "1981" "1982" "1983" "1984" "1985" "1986" "1987" "1988" "1989" "1990"
## [1991] "1991" "1992" "1993" "1994" "1995" "1996" "1997" "1998" "1999" "2000"
## [2001] "2001" "2002" "2003" "2004" "2005" "2006" "2007" "2008" "2009" "2010"
## [2011] "2011" "2012" "2013" "2014" "2015" "2016" "2017" "2018" "2019" "2020"
## [2021] "2021" "2022" "2023" "2024" "2025" "2026" "2027" "2028" "2029" "2030"
## [2031] "2031" "2032" "2033" "2034" "2035" "2036" "2037" "2038" "2039" "2040"
## [2041] "2041" "2042" "2043" "2044" "2045" "2046" "2047" "2048" "2049" "2050"
## [2051] "2051" "2052" "2053" "2054" "2055" "2056" "2057" "2058" "2059" "2060"
## [2061] "2061" "2062" "2063" "2064" "2065" "2066" "2067" "2068" "2069" "2070"
## [2071] "2071" "2072" "2073" "2074" "2075" "2076" "2077" "2078" "2079" "2080"
## [2081] "2081" "2082" "2083" "2084" "2085" "2086" "2087" "2088" "2089" "2090"
## [2091] "2091" "2092" "2093" "2094" "2095" "2096" "2097" "2098" "2099" "2100"
## [2101] "2101" "2102" "2103" "2104" "2105" "2106" "2107" "2108" "2109" "2110"
## [2111] "2111" "2112" "2113" "2114" "2115" "2116" "2117" "2118" "2119" "2120"
## [2121] "2121" "2122" "2123" "2124" "2125" "2126" "2127" "2128" "2129" "2130"
## [2131] "2131" "2132" "2133" "2134" "2135" "2136" "2137" "2138" "2139" "2140"
## [2141] "2141" "2142" "2143" "2144" "2145" "2146" "2147" "2148" "2149" "2150"
## [2151] "2151" "2152" "2153" "2154" "2155" "2156" "2157" "2158" "2159" "2160"
## [2161] "2161" "2162" "2163" "2164" "2165" "2166" "2167" "2168" "2169" "2170"
## [2171] "2171" "2172" "2173" "2174" "2175" "2176" "2177" "2178" "2179" "2180"
## [2181] "2181" "2182" "2183" "2184" "2185" "2186" "2187" "2188" "2189" "2190"
## [2191] "2191" "2192" "2193" "2194" "2195" "2196" "2197" "2198" "2199" "2200"
## [2201] "2201" "2202" "2203" "2204" "2205" "2206" "2207" "2208" "2209" "2210"
## [2211] "2211" "2212" "2213" "2214" "2215" "2216" "2217" "2218" "2219" "2220"
## [2221] "2221" "2222" "2223" "2224" "2225" "2226" "2227" "2228" "2229" "2230"
## [2231] "2231" "2232" "2233" "2234" "2235" "2236" "2237" "2238" "2239" "2240"
## [2241] "2241" "2242" "2243" "2244" "2245" "2246" "2247" "2248" "2249" "2250"
## [2251] "2251" "2252" "2253" "2254" "2255" "2256" "2257" "2258" "2259" "2260"
## [2261] "2261" "2262" "2263" "2264" "2265" "2266" "2267" "2268" "2269" "2270"
## [2271] "2271" "2272" "2273" "2274" "2275" "2276" "2277" "2278" "2279" "2280"
## [2281] "2281" "2282" "2283" "2284" "2285" "2286" "2287" "2288" "2289" "2290"
## [2291] "2291" "2292" "2293" "2294" "2295" "2296" "2297" "2298" "2299" "2300"
## [2301] "2301" "2302" "2303" "2304" "2305" "2306" "2307" "2308" "2309" "2310"
## [2311] "2311" "2312" "2313" "2314" "2315" "2316" "2317" "2318" "2319" "2320"
## [2321] "2321" "2322" "2323" "2324" "2325" "2326" "2327" "2328" "2329" "2330"
## [2331] "2331" "2332" "2333" "2334" "2335" "2336" "2337" "2338" "2339" "2340"
## [2341] "2341" "2342" "2343" "2344" "2345" "2346" "2347" "2348" "2349" "2350"
## [2351] "2351" "2352" "2353" "2354" "2355" "2356" "2357" "2358" "2359" "2360"
## [2361] "2361" "2362" "2363" "2364" "2365" "2366" "2367" "2368" "2369" "2370"
## [2371] "2371" "2372" "2373" "2374" "2375" "2376" "2377" "2378" "2379" "2380"
## [2381] "2381" "2382" "2383" "2384" "2385" "2386" "2387" "2388" "2389" "2390"
## [2391] "2391" "2392" "2393" "2394" "2395" "2396" "2397" "2398" "2399" "2400"
## [2401] "2401" "2402" "2403" "2404" "2405" "2406" "2407" "2408" "2409" "2410"
## [2411] "2411" "2412" "2413" "2414" "2415" "2416" "2417" "2418" "2419" "2420"
## [2421] "2421" "2422" "2423" "2424" "2425" "2426" "2427" "2428" "2429" "2430"
## [2431] "2431" "2432" "2433" "2434" "2435" "2436" "2437" "2438" "2439" "2440"
## [2441] "2441" "2442" "2443" "2444" "2445" "2446" "2447" "2448" "2449" "2450"
## [2451] "2451" "2452" "2453" "2454" "2455" "2456" "2457" "2458" "2459" "2460"
## [2461] "2461" "2462" "2463" "2464" "2465" "2466" "2467" "2468" "2469" "2470"
## [2471] "2471" "2472" "2473" "2474" "2475" "2476" "2477" "2478" "2479" "2480"
## [2481] "2481" "2482" "2483" "2484" "2485" "2486" "2487" "2488" "2489" "2490"
## [2491] "2491" "2492" "2493" "2494" "2495" "2496" "2497" "2498" "2499" "2500"
## [2501] "2501" "2502" "2503" "2504" "2505" "2506" "2507" "2508" "2509" "2510"
## [2511] "2511" "2512" "2513" "2514" "2515" "2516" "2517" "2518" "2519" "2520"
## [2521] "2521" "2522" "2523" "2524" "2525" "2526" "2527" "2528" "2529" "2530"
## [2531] "2531" "2532" "2533" "2534" "2535" "2536" "2537" "2538" "2539" "2540"
## [2541] "2541" "2542" "2543" "2544" "2545" "2546" "2547" "2548" "2549" "2550"
## [2551] "2551" "2552" "2553" "2554" "2555" "2556" "2557" "2558" "2559" "2560"
## [2561] "2561" "2562" "2563" "2564" "2565" "2566" "2567" "2568" "2569" "2570"
## [2571] "2571" "2572" "2573" "2574" "2575" "2576" "2577" "2578" "2579" "2580"
## [2581] "2581" "2582" "2583" "2584" "2585" "2586" "2587" "2588" "2589" "2590"
## [2591] "2591" "2592" "2593" "2594" "2595" "2596" "2597" "2598" "2599" "2600"
## [2601] "2601" "2602" "2603" "2604" "2605" "2606" "2607" "2608" "2609" "2610"
## [2611] "2611" "2612" "2613" "2614" "2615" "2616" "2617" "2618" "2619" "2620"
## [2621] "2621" "2622" "2623" "2624" "2625" "2626" "2627" "2628" "2629" "2630"
## [2631] "2631" "2632" "2633" "2634" "2635" "2636" "2637" "2638" "2639" "2640"
## [2641] "2641" "2642" "2643" "2644" "2645" "2646" "2647" "2648" "2649" "2650"
## [2651] "2651" "2652" "2653" "2654" "2655" "2656" "2657" "2658" "2659" "2660"
## [2661] "2661" "2662" "2663" "2664" "2665" "2666" "2667" "2668" "2669" "2670"
## [2671] "2671" "2672" "2673" "2674" "2675" "2676" "2677" "2678" "2679" "2680"
## [2681] "2681" "2682" "2683" "2684" "2685" "2686" "2687" "2688" "2689" "2690"
## [2691] "2691" "2692" "2693" "2694" "2695" "2696" "2697" "2698" "2699" "2700"
## [2701] "2701" "2702" "2703" "2704" "2705" "2706" "2707" "2708" "2709" "2710"
## [2711] "2711" "2712" "2713" "2714" "2715" "2716" "2717" "2718" "2719" "2720"
## [2721] "2721" "2722" "2723" "2724" "2725" "2726" "2727" "2728" "2729" "2730"
## [2731] "2731" "2732" "2733" "2734" "2735" "2736" "2737" "2738" "2739" "2740"
## [2741] "2741" "2742" "2743" "2744" "2745" "2746" "2747" "2748" "2749" "2750"
## [2751] "2751" "2752" "2753" "2754" "2755" "2756" "2757" "2758" "2759" "2760"
## [2761] "2761" "2762" "2763" "2764" "2765" "2766" "2767" "2768" "2769" "2770"
## [2771] "2771" "2772" "2773" "2774" "2775" "2776" "2777" "2778" "2779" "2780"
## [2781] "2781" "2782" "2783" "2784" "2785" "2786" "2787" "2788" "2789" "2790"
## [2791] "2791" "2792" "2793" "2794" "2795" "2796" "2797" "2798" "2799" "2800"
## [2801] "2801" "2802" "2803" "2804" "2805" "2806" "2807" "2808" "2809" "2810"
## [2811] "2811" "2812" "2813" "2814" "2815" "2816" "2817" "2818" "2819" "2820"
## [2821] "2821" "2822" "2823" "2824" "2825" "2826" "2827" "2828" "2829" "2830"
## [2831] "2831" "2832" "2833" "2834" "2835" "2836" "2837" "2838" "2839" "2840"
## [2841] "2841" "2842" "2843" "2844" "2845" "2846" "2847" "2848" "2849" "2850"
## [2851] "2851" "2852" "2853" "2854" "2855" "2856" "2857" "2858" "2859" "2860"
## [2861] "2861" "2862" "2863" "2864" "2865" "2866" "2867" "2868" "2869" "2870"
## [2871] "2871" "2872" "2873" "2874" "2875" "2876" "2877" "2878" "2879" "2880"
## [2881] "2881" "2882" "2883" "2884" "2885" "2886" "2887" "2888" "2889" "2890"
## [2891] "2891" "2892" "2893" "2894" "2895" "2896" "2897" "2898" "2899" "2900"
## [2901] "2901" "2902" "2903" "2904" "2905" "2906" "2907" "2908" "2909" "2910"
## [2911] "2911" "2912" "2913" "2914" "2915" "2916" "2917" "2918" "2919" "2920"
## [2921] "2921" "2922" "2923" "2924" "2925" "2926" "2927" "2928" "2929" "2930"
## [2931] "2931" "2932" "2933" "2934" "2935" "2936" "2937" "2938" "2939" "2940"
## [2941] "2941" "2942" "2943" "2944" "2945" "2946" "2947" "2948" "2949" "2950"
## [2951] "2951" "2952" "2953" "2954" "2955" "2956" "2957" "2958" "2959" "2960"
## [2961] "2961" "2962" "2963" "2964" "2965" "2966" "2967" "2968" "2969" "2970"
## [2971] "2971" "2972" "2973" "2974" "2975" "2976" "2977" "2978" "2979" "2980"
## [2981] "2981" "2982" "2983" "2984" "2985" "2986" "2987" "2988" "2989" "2990"
## [2991] "2991" "2992" "2993" "2994" "2995" "2996" "2997" "2998" "2999" "3000"
## [3001] "3001" "3002" "3003" "3004" "3005" "3006" "3007" "3008" "3009" "3010"
## [3011] "3011" "3012" "3013" "3014" "3015" "3016" "3017" "3018" "3019" "3020"
## [3021] "3021" "3022" "3023" "3024" "3025" "3026" "3027" "3028" "3029" "3030"
## [3031] "3031" "3032" "3033" "3034" "3035" "3036" "3037" "3038" "3039" "3040"
## [3041] "3041" "3042" "3043" "3044" "3045" "3046" "3047" "3048" "3049" "3050"
## [3051] "3051" "3052" "3053" "3054" "3055" "3056" "3057" "3058" "3059" "3060"
## [3061] "3061" "3062" "3063" "3064" "3065" "3066" "3067" "3068" "3069" "3070"
## [3071] "3071" "3072" "3073" "3074" "3075" "3076" "3077" "3078" "3079" "3080"
## [3081] "3081" "3082" "3083" "3084" "3085" "3086" "3087" "3088" "3089" "3090"
## [3091] "3091" "3092" "3093" "3094" "3095" "3096" "3097" "3098" "3099" "3100"
## [3101] "3101" "3102" "3103" "3104" "3105" "3106" "3107" "3108" "3109" "3110"
## [3111] "3111" "3112" "3113" "3114" "3115" "3116" "3117" "3118" "3119" "3120"
## [3121] "3121" "3122" "3123" "3124" "3125" "3126" "3127" "3128" "3129" "3130"
## [3131] "3131" "3132" "3133" "3134" "3135" "3136" "3137" "3138" "3139" "3140"
## [3141] "3141" "3142" "3143" "3144" "3145" "3146" "3147" "3148" "3149" "3150"
## [3151] "3151" "3152" "3153" "3154" "3155" "3156" "3157" "3158" "3159" "3160"
## [3161] "3161" "3162" "3163" "3164" "3165" "3166" "3167" "3168" "3169" "3170"
## [3171] "3171" "3172" "3173" "3174" "3175" "3176" "3177" "3178" "3179" "3180"
## [3181] "3181" "3182" "3183" "3184" "3185" "3186" "3187" "3188" "3189" "3190"
## [3191] "3191" "3192" "3193" "3194" "3195" "3196" "3197" "3198" "3199" "3200"
## [3201] "3201" "3202" "3203" "3204" "3205" "3206" "3207" "3208" "3209" "3210"
## [3211] "3211" "3212" "3213" "3214" "3215" "3216" "3217" "3218" "3219" "3220"
## [3221] "3221" "3222" "3223" "3224" "3225" "3226" "3227" "3228" "3229" "3230"
## [3231] "3231" "3232" "3233" "3234" "3235" "3236" "3237" "3238" "3239" "3240"
## [3241] "3241" "3242" "3243" "3244" "3245" "3246" "3247" "3248" "3249" "3250"
## [3251] "3251" "3252" "3253" "3254" "3255" "3256" "3257" "3258" "3259" "3260"
## [3261] "3261" "3262" "3263" "3264" "3265" "3266" "3267" "3268" "3269" "3270"
## [3271] "3271" "3272" "3273" "3274" "3275" "3276"dimnames(data)[[2]]## [1] "ph" "Hardness" "Solids" "Chloramines"
## [5] "Sulfate" "Conductivity" "Organic_carbon" "Trihalomethanes"
## [9] "Turbidity" "Potability"Rotating Data Tables using t() command.
data.t = t(data)Use of cbind() and rbind() command to form columns and rows of a matrix.
data.mat = as.matrix(data)
data.mat## ph Hardness Solids Chloramines Sulfate Conductivity
## [1,] NA 204.89046 20791.3190 7.3002119 368.5164 564.3087
## [2,] 3.7160801 129.42292 18630.0579 6.6352459 NA 592.8854
## [3,] 8.0991242 224.23626 19909.5417 9.2758836 NA 418.6062
## [4,] 8.3167659 214.37339 22018.4174 8.0593324 356.8861 363.2665
## [5,] 9.0922235 181.10151 17978.9863 6.5466000 310.1357 398.4108
## [6,] 5.5840866 188.31332 28748.6877 7.5448688 326.6784 280.4679
## [7,] 10.2238622 248.07174 28749.7165 7.5134085 393.6634 283.6516
## [8,] 8.6358487 203.36152 13672.0918 4.5630087 303.3098 474.6076
## [9,] NA 118.98858 14285.5839 7.8041736 268.6469 389.3756
## [10,] 11.1802845 227.23147 25484.5085 9.0772000 404.0416 563.8855
## [11,] 7.3606401 165.52080 32452.6144 7.5507009 326.6244 425.3834
## [12,] 7.9745216 218.69330 18767.6567 8.1103845 NA 364.0982
## [13,] 7.1198244 156.70499 18730.8137 3.6060361 282.3441 347.7150
## [14,] NA 150.17492 27331.3620 6.8382235 299.4158 379.7618
## [15,] 7.4962322 205.34498 28388.0049 5.0725578 NA 444.6454
## [16,] 6.3472718 186.73288 41065.2348 9.6295963 364.4877 516.7433
## [17,] 7.0517858 211.04941 30980.6008 10.0947960 NA 315.1413
## [18,] 9.1815600 273.81381 24041.3263 6.9049897 398.3505 477.9746
## [19,] 8.9754643 279.35717 19460.3981 6.2043209 NA 431.4440
## [20,] 7.3710503 214.49661 25630.3200 4.4326693 335.7544 469.9146
## [21,] NA 227.43505 22305.5674 10.3339179 NA 554.8201
## [22,] 6.6602120 168.28375 30944.3636 5.8587691 310.9309 523.6713
## [23,] NA 215.97786 17107.2242 5.6070605 326.9440 436.2562
## [24,] 3.9024757 196.90325 21167.5001 6.9963116 NA 444.4789
## [25,] 5.4003018 140.73906 17266.5934 10.0568525 328.3582 472.8741
## [26,] 6.5144151 198.76735 21218.7029 8.6709369 323.5963 413.2905
## [27,] 3.4450619 207.92626 33424.7687 8.7821475 384.0070 441.7859
## [28,] NA 145.76818 13224.9356 7.9064447 304.0020 298.9907
## [29,] NA 266.42102 26362.9650 7.7000635 395.3895 364.4801
## [30,] NA 148.15306 15193.4135 9.0468327 307.0118 563.8047
## [31,] 7.1814486 209.62560 15196.2300 5.9946786 338.3364 342.1113
## [32,] 9.8254899 190.75662 19677.8925 6.7575407 NA 452.8362
## [33,] 10.4332910 117.79123 22326.8920 8.1615048 307.7075 412.9868
## [34,] 7.4141482 235.04453 32555.8525 6.8459520 387.1753 411.9834
## [35,] NA 232.28045 14787.2063 5.4749148 NA 383.9817
## [36,] 5.1158171 191.95274 19620.5453 6.0607130 323.8364 441.7484
## [37,] 3.6416298 183.90872 24752.0725 5.5383141 286.0596 456.8601
## [38,] 5.6180644 304.23591 17281.9752 6.1010835 NA 399.4716
## [39,] NA 143.45373 19942.2732 5.8907546 NA 427.1307
## [40,] 9.2671875 198.61439 24683.7236 6.1106124 328.0775 396.8769
## [41,] NA 233.85900 11703.9239 4.5993879 309.0393 349.3996
## [42,] 5.3319405 194.87407 16658.8765 7.9938296 316.6752 335.1204
## [43,] 7.1457715 238.68993 28780.3404 6.8140287 385.9757 332.0327
## [44,] 9.9206911 202.81748 9973.9341 6.8822483 337.3505 333.1925
## [45,] 4.7584394 183.34945 21568.4288 4.7313490 NA 403.9442
## [46,] 5.7029260 216.85047 35606.4402 7.1843511 NA 504.6383
## [47,] 6.9538642 209.63829 10575.1863 4.4627072 315.6066 391.1843
## [48,] 10.6829664 173.37550 15758.7406 5.5707836 307.3526 323.8079
## [49,] NA 129.89057 34415.8531 6.3219290 304.5352 470.3292
## [50,] 8.7572574 200.19140 21536.2247 4.9151011 317.8829 404.7178
## [51,] NA 168.38843 27492.3073 7.0462248 299.8205 383.7950
## [52,] 7.8096319 100.45762 12013.5506 5.2123146 247.2008 605.2201
## [53,] 6.6524881 145.01017 19871.7884 4.9610664 288.0522 545.9750
## [54,] 9.1471971 211.71414 11920.6108 7.2307948 339.7519 527.7089
## [55,] 10.5607446 181.89337 21783.6510 6.9912600 340.3904 456.5564
## [56,] 7.4842548 260.09217 30616.6151 9.3791335 NA 404.6708
## [57,] 8.5208066 238.33511 28779.6500 8.2828085 381.6493 481.3188
## [58,] 4.9994138 190.28705 24323.8659 7.2301641 324.8930 405.3305
## [59,] NA 157.80119 16963.6250 8.3356185 300.0442 360.9960
## [60,] NA 155.05573 20557.2404 8.1873190 NA 290.1810
## [61,] 3.9060784 233.40284 32144.7999 6.9948396 348.3594 269.4491
## [62,] 6.3913536 213.01783 20965.4783 5.3755599 327.6505 369.3381
## [63,] NA 229.48569 35729.6927 8.8108430 384.9438 296.3975
## [64,] 8.6920920 195.14374 24656.2397 8.2319003 NA 398.3454
## [65,] 8.0857598 127.73967 32653.9104 6.5342374 NA 416.2396
## [66,] 6.2039777 212.30662 21815.0741 7.8739919 NA 362.1080
## [67,] 5.0581089 238.56938 34873.9345 8.9832761 374.4335 669.7251
## [68,] NA 103.46476 27420.1674 8.4173050 NA 485.9745
## [69,] NA 211.20053 12830.4841 4.5021170 326.9615 333.3298
## [70,] 7.2615505 179.88979 24964.7777 5.8370865 349.2693 501.1828
## [71,] 7.1604672 183.08931 6743.3461 3.8030364 277.5991 428.0363
## [72,] 5.7047648 116.29933 33223.5815 7.0505032 297.0782 504.3787
## [73,] 6.2172731 130.94446 19460.3828 7.0924630 300.1313 556.6537
## [74,] 8.6799350 242.22867 22984.0510 7.5187647 NA 352.9426
## [75,] NA 219.30091 14859.4664 5.5983268 344.4424 425.2136
## [76,] 6.8973221 211.36017 25650.7776 6.7660099 NA 383.0143
## [77,] 3.5145455 158.73208 23029.6636 6.8216791 286.5228 307.3791
## [78,] 3.7225005 163.63975 37962.1680 6.6845703 326.6940 467.5630
## [79,] 6.4550048 176.68397 24468.0484 5.7569300 314.7996 477.5813
## [80,] 7.3168048 217.52286 31903.3998 9.8650475 376.9380 425.9134
## [81,] 1.8445384 233.76434 28689.5958 7.7244323 NA 410.3873
## [82,] 5.5191257 168.72858 12531.6019 7.7307229 NA 443.5704
## [83,] 7.4089855 204.96175 9566.1223 6.5059231 311.4527 504.1460
## [84,] 5.9767696 258.95273 27267.9819 7.6485993 383.6572 514.1189
## [85,] 6.3953591 133.83423 23827.2750 5.1277469 266.9084 573.4003
## [86,] 6.2096423 195.41772 13116.7077 7.8793477 NA 417.2417
## [87,] 6.7628325 232.07518 27159.3843 7.8849907 350.4453 465.4138
## [88,] 9.9187171 199.18125 21470.2783 6.7998414 329.1784 430.5077
## [89,] 10.1554402 300.29248 12652.3630 6.6551264 398.6478 487.4591
## [90,] 8.7217267 206.36968 28608.0521 6.3254424 377.4045 506.9384
## [91,] NA 197.97978 17153.3062 7.6592039 329.2803 575.1147
## [92,] NA 199.10789 29721.9116 6.8696902 357.3032 420.7096
## [93,] 6.0996467 237.91993 20416.8410 8.4578307 NA 291.1048
## [94,] 9.0267877 253.21707 27965.0721 6.5883744 373.5532 588.3197
## [95,] 6.9533716 203.14655 11609.1091 5.4957377 304.2832 551.1433
## [96,] 6.1408776 197.87609 26687.8745 7.5871964 329.2319 548.0728
## [97,] 7.0778740 220.67054 23873.3782 6.1818396 341.9872 333.0508
## [98,] 5.4883143 135.80236 21485.1532 8.1874158 280.6033 441.3311
## [99,] 7.2055592 120.32762 24627.8676 6.2024693 289.7687 418.4333
## [100,] 9.1778699 163.27483 20868.3312 7.7260404 320.4214 426.9944
## [101,] 4.2707162 166.83771 24405.2505 7.3915101 297.2067 349.5189
## [102,] 7.3488445 223.26494 11519.0465 8.8895587 NA 494.1584
## [103,] 8.5261699 175.61284 11837.1234 7.4837088 308.3985 474.2405
## [104,] NA 169.04192 36152.8209 8.3303889 329.0397 590.7488
## [105,] 2.6120359 188.80413 34798.2526 6.7964392 NA 468.0803
## [106,] 8.4905716 204.12365 22989.7964 8.2707929 358.8471 435.0009
## [107,] NA 213.54193 22539.7116 6.9572042 334.0412 463.3988
## [108,] 8.8584015 254.61752 9624.3005 7.9540156 348.4082 344.3034
## [109,] 6.0981565 189.99585 27776.9011 6.4430979 347.9304 245.8596
## [110,] 8.4199707 185.71899 13237.9896 3.9982658 308.1426 463.6473
## [111,] 9.2861550 222.66155 12311.2684 7.2898660 332.2394 353.7401
## [112,] 7.8758951 226.28479 12710.2495 7.3031266 346.4033 445.3741
## [113,] 7.7253329 252.26549 36477.7381 8.3867610 426.5436 339.4113
## [114,] 3.3880906 212.02894 20230.1256 8.5697815 349.1560 353.9129
## [115,] 6.7453067 218.42464 21871.8387 7.1655092 NA 373.0501
## [116,] NA 190.42390 28062.6419 9.6151470 357.2267 263.7719
## [117,] 7.1838257 261.85080 14100.9690 9.0084952 358.7247 290.4238
## [118,] 10.1119767 240.43210 15331.3027 5.3926513 361.9029 403.0418
## [119,] 7.3974133 122.54104 8855.1141 6.8886889 241.6075 489.8516
## [120,] 7.8128044 196.58389 42550.8418 7.3346476 NA 442.5458
## [121,] 6.8774569 136.87921 27433.5873 7.0915215 307.3971 342.1963
## [122,] NA 146.97025 16367.4584 7.6870372 NA 468.9450
## [123,] NA 230.80948 27418.7810 7.1364984 369.3100 274.6606
## [124,] 7.5210517 267.05965 26865.3737 10.4494503 NA 505.7094
## [125,] 8.5508755 231.24879 28918.4200 7.8225285 369.2642 432.2853
## [126,] 10.3084777 217.21975 27653.2352 8.9122663 369.5312 382.9515
## [127,] NA 252.67047 29368.6742 9.9061466 433.9522 465.2166
## [128,] 7.3710851 207.71682 24913.8372 9.6163304 362.3002 363.1685
## [129,] 11.1806947 228.30086 16600.3927 6.0940005 NA 504.0505
## [130,] 6.5064878 202.28594 17087.0769 6.2019828 326.6624 481.7719
## [131,] 6.6439358 151.88960 10909.1946 3.7496251 240.9367 437.9090
## [132,] 5.0337740 155.32148 34971.8075 7.1214774 320.1155 500.6373
## [133,] 6.9126076 155.74050 17973.1789 4.9163026 275.9082 439.6481
## [134,] 7.9776360 245.89513 32170.0692 9.6356361 399.5832 473.6625
## [135,] 6.0783358 197.50191 35957.7922 8.1304722 379.5277 360.0605
## [136,] 6.2424145 191.90873 28149.4118 7.1304368 319.3068 448.2425
## [137,] 6.0633548 160.76731 14775.1456 7.4841036 305.8286 327.2702
## [138,] 8.1295855 177.89897 27834.2177 9.0060077 334.4385 397.0214
## [139,] 9.5624059 202.01364 13041.8291 5.8206552 327.1188 433.3817
## [140,] 8.1677926 200.91375 27141.3629 7.2624166 344.1611 525.5988
## [141,] 8.5944161 270.02271 15791.6754 5.9126906 NA 672.5570
## [142,] NA 167.38613 20944.6208 4.9631240 NA 566.3393
## [143,] 6.8254679 187.05171 46140.1268 6.1377575 352.7022 373.4272
## [144,] 7.8611777 204.27424 25145.0241 7.9233154 338.2138 469.4870
## [145,] 4.9657736 220.84864 21802.7449 6.2505780 311.5981 386.4133
## [146,] 6.2074330 192.93703 13442.6035 5.8190229 325.9066 533.7959
## [147,] NA 157.00129 20067.1053 8.0710510 NA 490.9097
## [148,] 9.7692510 264.26565 8471.6774 8.3497098 359.2685 353.1965
## [149,] 9.6306655 152.86243 23641.7026 6.9257061 333.1483 417.1671
## [150,] 5.1874716 104.75242 20060.0787 6.9139109 NA 368.8154
## [151,] 7.6335701 199.65300 16312.1550 9.9005469 358.5663 420.5342
## [152,] 5.7711990 155.05089 24909.4440 6.5312613 297.0093 313.7019
## [153,] 6.5799693 197.22698 17657.0842 4.5062935 290.2899 254.3933
## [154,] 4.8011544 180.77287 13556.7344 8.9772864 322.0624 587.3950
## [155,] 7.9488157 238.23641 19129.4584 5.8519650 NA 434.6555
## [156,] 6.9069922 216.78529 19991.2391 7.3023517 340.1060 356.4591
## [157,] NA 281.26867 22452.0908 6.7736990 343.6358 395.3418
## [158,] NA 190.77946 12224.3105 4.6462111 308.5649 399.2714
## [159,] 8.4613309 212.58137 34406.7764 8.6791516 384.8554 477.3434
## [160,] 7.7261348 233.94786 21667.8687 6.3131819 340.2732 472.2590
## [161,] NA 247.66157 19549.4993 8.7696703 NA 438.8658
## [162,] 8.9270781 241.87511 22821.2544 8.5497383 367.9756 380.1972
## [163,] 6.2080155 153.22111 17358.7964 8.2149389 328.2820 481.1957
## [164,] 6.1284256 141.49241 9615.8327 7.6279191 277.9517 415.0087
## [165,] NA 202.25483 11981.7402 9.1891061 339.9839 416.5889
## [166,] 7.3080488 274.70495 14600.5395 8.1058029 384.5649 415.6073
## [167,] NA 170.09924 39906.1903 6.5549962 NA 515.3867
## [168,] 8.6408864 201.56872 26473.7132 6.9670946 352.3066 309.9833
## [169,] NA 205.50946 20406.9277 6.8100692 355.2659 482.3301
## [170,] 8.1532101 127.14489 10280.9295 5.8283578 267.6369 487.9083
## [171,] 8.2937201 206.16041 35216.3860 6.4409998 347.0622 399.4836
## [172,] NA 233.85035 21136.2868 6.6898776 NA 332.7376
## [173,] NA 237.67738 26009.0753 7.0745313 372.6003 344.7679
## [174,] 9.4899729 234.06997 15513.7404 4.7353322 NA 277.9701
## [175,] 7.8309763 190.79904 7695.0639 4.8452055 292.5158 507.4455
## [176,] 4.4302812 139.68576 28862.2572 8.9613724 298.3795 434.7813
## [177,] 7.2407396 201.18680 23783.0996 7.7512854 340.9837 579.2204
## [178,] NA 260.20536 19517.7248 8.7641687 368.8210 251.0209
## [179,] 6.8673013 174.18498 24112.1535 5.5299422 297.6556 484.1229
## [180,] 6.1296370 200.27818 30989.9484 8.8301023 348.8682 341.3886
## [181,] 7.9170494 278.05632 27192.2806 9.2201282 424.7880 358.7817
## [182,] 6.5116181 181.87342 29136.8146 7.6857751 345.7516 475.3414
## [183,] 5.3238156 232.36858 37625.7527 8.8798229 380.5765 580.8977
## [184,] 6.7695729 168.93707 11067.1811 7.1212636 305.7950 289.5425
## [185,] 5.8779740 141.61529 13652.2932 5.7016591 279.7824 538.4954
## [186,] 9.5340217 201.95521 9472.6149 6.1057085 319.5764 259.6368
## [187,] 6.3400276 225.02815 45222.5067 5.8090316 363.0058 435.5005
## [188,] 8.6615924 284.09835 27088.4765 7.8978565 NA 512.2773
## [189,] 5.6535061 146.59023 16462.4601 6.5015962 299.6446 272.4406
## [190,] 6.6260122 112.29949 25839.8941 7.6587469 312.2470 327.2481
## [191,] 7.7938336 176.86648 18344.6804 7.5676769 338.2296 371.2170
## [192,] 7.5931277 261.56617 18371.0572 6.2975425 NA 387.6296
## [193,] 7.3627365 185.69218 16268.4486 5.3170193 316.9186 419.2584
## [194,] 9.3203054 129.82386 16002.1383 4.4050345 271.6706 499.8442
## [195,] 3.7197916 248.85927 23590.9321 7.6837422 351.5555 427.4959
## [196,] 6.6556050 216.44117 20571.8457 8.9842368 NA 336.8315
## [197,] 9.8688779 214.16624 15326.8559 3.3515978 297.0842 424.2928
## [198,] 5.5906144 229.19214 35370.7355 7.9896407 NA 469.4131
## [199,] 5.5544365 229.12283 31344.4604 7.7614311 NA 306.8725
## [200,] 4.1265287 125.47488 11215.9459 5.3660113 261.4448 445.2415
## [201,] 5.9700357 230.44933 16324.1152 5.2939186 315.1861 327.7866
## [202,] NA 229.77135 16162.2623 4.9336622 NA 448.8460
## [203,] 8.3691544 183.50038 12975.9003 6.6008531 315.9011 493.4654
## [204,] 6.2842482 190.01765 12206.6812 7.9107112 NA 395.2611
## [205,] 11.2678284 161.89636 6040.3699 7.2054141 NA 316.5359
## [206,] 9.2980180 163.03883 13990.5134 4.2497016 NA 399.4774
## [207,] 7.8954692 154.26578 7769.6161 7.2052620 258.3129 407.7322
## [208,] 7.9474858 269.80941 34440.7734 6.9582832 390.1042 425.6278
## [209,] 10.0261592 224.26636 14962.1778 7.4283131 336.9729 517.5128
## [210,] 6.4881932 225.48191 34864.4279 8.9516923 385.5056 324.5098
## [211,] 5.8697368 207.72546 22244.2182 6.5977643 352.5640 465.6165
## [212,] NA 220.81370 21410.3196 6.3248798 335.8459 382.1978
## [213,] 5.3041427 160.96836 25299.5116 6.2860431 300.5007 497.7904
## [214,] 7.5336148 186.91825 11642.7275 5.8906843 NA 363.5063
## [215,] 4.0776077 207.83805 18194.9541 7.9239740 NA 288.3652
## [216,] NA 105.85926 37928.1422 5.6094403 NA 358.8888
## [217,] 7.0861684 189.14538 4304.4925 3.6158905 259.3733 400.9043
## [218,] 6.2710122 213.44468 24846.1419 8.3729970 NA 543.3917
## [219,] 7.9577683 276.73357 17162.3984 7.8415416 397.4320 514.4217
## [220,] 8.8756423 228.92159 28487.7086 5.3187320 351.9607 474.7725
## [221,] NA 192.44717 18257.5693 7.4722491 313.7765 462.4024
## [222,] 6.6137091 141.12892 25648.5695 7.2229716 295.2369 374.7703
## [223,] 7.7357050 137.31817 16723.9772 7.6758262 282.5399 595.3293
## [224,] 9.9250413 238.71339 10704.6032 6.1100194 351.5974 405.9002
## [225,] 9.0025831 202.99077 19523.1249 7.2447533 330.3615 366.4917
## [226,] 5.0957665 273.40845 26307.2985 10.2198041 380.2015 513.8776
## [227,] 8.5946771 263.76459 23220.1206 6.3944631 383.9626 588.8527
## [228,] 7.0837791 112.82025 8580.2456 4.2102841 234.8527 434.7477
## [229,] 7.6828725 180.70138 12105.7219 5.3967161 296.2389 469.8356
## [230,] NA 133.81311 18272.5060 5.9118705 NA 415.2117
## [231,] 6.4197725 208.76025 30759.6814 7.7678635 NA 523.6002
## [232,] 4.4432389 178.95621 25008.5322 4.9488145 298.5767 429.5448
## [233,] 6.9786643 183.24280 23114.4461 6.5008254 323.1558 470.0787
## [234,] 6.6236136 203.03014 17167.3013 6.0496009 311.7263 410.2432
## [235,] 3.6647106 201.09732 28102.7566 5.6820353 330.0235 291.1484
## [236,] 4.8141356 205.21404 17650.4050 8.1210801 350.4879 414.0307
## [237,] 5.7796737 199.58608 24160.3543 9.4581283 NA 428.5532
## [238,] 6.9378188 177.57814 12626.1979 7.3808830 NA 439.6250
## [239,] 7.4367826 208.09400 28544.6163 6.5000525 339.0239 522.7937
## [240,] 4.7233126 252.27490 22833.1920 5.9224506 378.5603 411.2950
## [241,] 9.3806581 265.06122 15156.7898 4.2715447 333.3345 503.1706
## [242,] 7.8101449 187.31505 20418.8899 7.2148957 325.2289 351.1861
## [243,] 9.4366372 143.78841 20724.9304 7.7001002 NA 469.7613
## [244,] 9.4063258 216.76216 27948.5894 6.1561108 355.4730 347.9831
## [245,] 6.3212593 207.25771 8532.1395 5.9878766 286.4893 491.7653
## [246,] NA 217.36975 17984.3274 8.5941629 NA 409.2208
## [247,] 4.7053565 103.17359 19555.7651 6.7672980 NA 370.1782
## [248,] 8.8964190 222.25629 8870.9030 6.0113424 332.0026 425.2269
## [249,] 6.5818782 272.98274 37169.4444 8.1147310 416.0835 351.4768
## [250,] 6.7551459 231.26013 18536.6986 8.7571332 342.5480 385.1146
## [251,] 9.4451298 145.80540 13168.5292 9.4444711 310.5834 592.6590
## [252,] 9.0248450 128.09669 19859.6765 8.0164226 300.1504 451.1435
## [253,] NA 169.97485 23403.6373 8.5197299 NA 475.5736
## [254,] 6.8001191 242.00808 39143.4033 9.5016946 187.1707 376.4566
## [255,] 7.1741352 203.40893 20401.1025 7.6818063 287.0857 315.5499
## [256,] 7.6579912 236.96089 14245.7891 6.2890649 373.1654 416.6242
## [257,] 8.3229867 207.25246 28049.6463 8.8270613 297.8131 358.7259
## [258,] 5.9342791 223.85813 23249.6538 4.6028499 NA 277.3845
## [259,] 9.8027208 98.77164 27357.4567 9.2181504 323.1991 512.4287
## [260,] 6.1019552 215.26809 15976.9262 8.8571600 308.4827 417.8436
## [261,] 4.9977706 280.08241 26849.1947 6.1307565 374.2330 297.6115
## [262,] 4.8157668 217.68709 16392.1351 7.4611705 278.7423 481.4808
## [263,] 6.5480206 278.58511 25508.3869 6.7493778 366.8715 497.3218
## [264,] 13.1754017 47.43200 19237.9497 8.9070197 375.1473 500.2460
## [265,] 6.6180109 233.66164 19598.8607 4.7010493 432.5564 401.6698
## [266,] 7.7880547 212.69146 29879.0601 6.9989615 360.6683 359.5691
## [267,] 5.1918343 211.09418 14866.1039 7.2386913 323.1093 388.7166
## [268,] 5.6263395 230.85798 14442.4189 5.2103687 NA 346.5532
## [269,] 6.8696389 251.29345 21728.8213 8.8031747 279.7769 539.4669
## [270,] 9.0586284 155.35756 15737.4689 7.2519789 343.2340 463.3893
## [271,] 7.2918883 127.54430 27784.0485 9.7544759 247.3354 439.6493
## [272,] 7.2759088 175.22038 22644.7663 7.8868545 293.3099 373.3457
## [273,] 6.5127371 229.26386 22475.0469 12.5800265 192.0336 479.5013
## [274,] 7.2078868 175.87029 35804.2926 8.0660591 320.1022 468.5628
## [275,] NA 156.52063 16146.1571 6.6295992 352.3534 629.2812
## [276,] 5.3249419 280.08965 35344.6580 13.0438061 180.2067 392.4215
## [277,] 7.0823006 169.46893 29846.7191 5.4433869 350.4018 353.0304
## [278,] 5.3341836 224.78794 28897.4915 6.0485246 NA 360.1792
## [279,] 10.7618978 81.71090 25999.9537 8.4773939 318.4272 392.7041
## [280,] 6.2868069 258.30005 13777.3762 7.4832577 328.6806 563.4348
## [281,] 9.7945587 129.87096 20682.7317 9.3908426 291.9801 427.1239
## [282,] 8.2104436 167.10219 13933.0854 10.4228418 243.4859 391.0689
## [283,] 6.9417194 173.33439 20111.8213 6.6971941 NA 374.4853
## [284,] 10.3561188 136.32375 48621.5640 9.1587039 327.9228 365.7203
## [285,] 7.9589843 171.48362 23625.8139 9.5377351 259.9800 327.6239
## [286,] 3.8826311 243.80795 7751.8095 0.5303513 NA 341.2911
## [287,] 5.6717738 216.04281 15949.1532 7.5005732 NA 372.5352
## [288,] 10.0033005 143.09429 46113.9575 12.9121866 NA 574.5550
## [289,] 6.5528475 198.80694 34006.4207 8.6912062 274.9044 477.1639
## [290,] 7.6285527 156.79369 26244.0369 8.3376104 255.0432 495.9670
## [291,] 4.7908405 268.72088 17862.3690 4.5545736 377.2412 608.8469
## [292,] 7.7109599 181.93813 6552.6263 5.3892486 390.5964 516.2841
## [293,] 8.2912990 211.21703 20008.1350 8.7678750 275.7673 475.9091
## [294,] 6.1931701 225.68342 12883.7265 4.7393601 NA 389.4060
## [295,] 9.0326606 121.44144 15618.1702 6.1574907 372.9275 390.6572
## [296,] 6.1394937 236.67403 8081.4665 6.2508081 NA 416.2388
## [297,] 7.1294247 178.37235 25840.5789 7.4878233 312.9827 323.2989
## [298,] NA 191.28522 21948.3254 5.6267873 355.4888 509.4068
## [299,] 5.4185038 187.77681 35902.7157 4.3570879 NA 454.5203
## [300,] 8.0754945 195.80500 29483.6019 10.4938409 298.7372 321.7483
## [301,] NA 225.28770 22511.6926 7.0575779 377.1290 291.3537
## [302,] 10.0496737 132.83284 11557.0320 8.5505727 323.5081 442.7680
## [303,] 5.6676506 229.92837 16953.8987 8.7743061 293.5742 554.1205
## [304,] NA 181.68916 27776.1803 7.5898688 298.2267 417.6312
## [305,] 8.9239806 135.93847 27919.7707 12.3632848 NA 415.6295
## [306,] 6.4288663 225.61309 15596.4733 6.1534724 NA 466.0444
## [307,] 6.9606035 201.71545 11348.6760 4.2978898 NA 468.5914
## [308,] 5.8736758 203.32993 19216.6831 9.2127787 NA 420.2912
## [309,] 6.7954690 187.78302 15300.8387 7.4865984 316.9569 498.6659
## [310,] 10.0410280 113.83111 16266.4344 7.9390744 363.8669 557.4861
## [311,] NA 273.25562 44506.4416 8.4126881 233.7926 485.6472
## [312,] 7.2960377 235.73519 36043.7066 5.1962128 377.1907 385.6143
## [313,] NA 161.82648 29299.1234 7.0287967 350.4309 375.7807
## [314,] 5.8626412 185.06522 44069.2722 4.3827213 412.6901 331.5701
## [315,] 7.2921418 174.48043 33991.6516 9.5117924 259.1650 435.1080
## [316,] 8.0628056 200.49311 11567.8878 9.8899500 NA 510.4144
## [317,] 7.8219709 157.18155 23318.1880 9.0840399 324.8517 294.6365
## [318,] 11.3017940 77.45959 39227.6195 8.5179861 337.5012 410.8561
## [319,] 6.5937643 233.51413 25589.6106 9.7856958 NA 489.7034
## [320,] 9.1610886 119.84190 26618.0596 6.1055733 343.2892 379.7252
## [321,] NA 144.81526 14507.0178 5.8190917 353.6073 290.8895
## [322,] 4.6429531 307.70602 16115.9299 7.7073423 NA 439.9444
## [323,] 7.7984537 188.39494 32704.5693 11.0788725 258.1912 507.1787
## [324,] 5.5643425 256.20883 11245.7358 7.2122539 329.3384 369.5555
## [325,] 7.8865912 213.05259 38852.0296 11.1707886 281.7008 326.1154
## [326,] 7.4431890 193.12480 13551.9533 4.3132648 NA 430.4873
## [327,] 3.6571231 275.76714 23736.8163 9.1007721 NA 426.2311
## [328,] 9.5971919 167.08898 21153.3228 7.9444693 346.0750 335.1976
## [329,] 6.9642259 212.76449 29957.1912 7.6751876 321.2509 378.0855
## [330,] 7.6729095 152.87831 22989.3512 6.2319133 343.4390 401.1409
## [331,] 6.7370041 220.10010 24694.7442 8.3736599 NA 384.3087
## [332,] NA 163.22447 18570.2853 8.1093459 296.1903 463.7417
## [333,] 5.3824890 240.01821 18189.3950 5.5519905 397.7001 551.4762
## [334,] 7.0229521 264.52561 15978.3552 10.9562055 262.0646 412.7094
## [335,] NA 250.70539 27355.9343 6.4820380 377.3580 559.8178
## [336,] 10.0262238 94.09131 25510.0973 6.6141140 385.4027 388.4673
## [337,] 5.5838330 261.23383 35278.6817 6.5946168 NA 278.6390
## [338,] 7.9529291 221.36985 18621.4249 6.8794184 NA 309.2546
## [339,] 5.5001866 254.67271 21082.8520 8.3693541 347.8165 469.7954
## [340,] 7.5437005 161.62314 19116.0121 8.4934067 289.9600 440.2834
## [341,] 6.8483316 159.18805 12837.5061 5.1644481 373.9917 558.8156
## [342,] NA 181.21051 30280.7886 10.3825466 256.6301 487.9973
## [343,] 5.9102517 282.73902 15244.8464 6.6365506 363.3847 695.3695
## [344,] 8.7168203 153.98003 11734.4489 7.1236113 NA 447.0281
## [345,] 6.0168891 221.14731 16656.0627 5.2016878 NA 383.2078
## [346,] 9.5678227 173.11150 38787.4627 5.1499999 444.9706 492.4115
## [347,] 4.2962470 278.14752 19672.4872 4.9552182 414.6367 330.0674
## [348,] 3.5515792 323.12400 38969.3890 8.9255153 NA 514.7629
## [349,] 8.5296693 157.70048 18203.7300 8.9268263 309.5420 498.6508
## [350,] 8.0653390 174.12058 21366.2836 7.4909440 315.1804 497.0192
## [351,] 9.1584452 186.67297 15797.0304 8.1510807 333.8123 425.7520
## [352,] 8.8485863 188.91998 32033.3320 13.1270000 182.3974 479.7920
## [353,] 9.4954564 185.87859 18088.3548 7.5273753 388.7687 409.4510
## [354,] 8.0528939 198.99447 9025.0794 7.2177880 338.3969 328.4331
## [355,] 2.7985491 311.38396 26931.2435 7.1168974 NA 521.1405
## [356,] 6.4258739 188.98028 11965.3965 7.5711226 365.4537 502.9911
## [357,] 7.7572697 213.04845 25259.7805 7.6351530 363.6848 543.5288
## [358,] 7.7486547 239.78828 29331.2366 10.7130966 217.0006 441.5295
## [359,] 5.1173903 225.65740 30914.1116 6.2077295 371.6494 356.8623
## [360,] 7.4815354 218.26117 12088.4165 4.8706604 407.2965 518.3756
## [361,] 5.3742226 201.33144 19410.2338 3.2395803 384.5628 350.1780
## [362,] 7.0636470 140.61287 17941.8113 6.2753046 376.0462 402.5936
## [363,] 6.8764510 190.84451 21979.0317 5.6305576 363.8317 349.1861
## [364,] 4.8124337 250.18395 11465.5756 4.3626412 398.1619 607.0265
## [365,] 4.9935307 242.62050 13900.7793 6.4677441 NA 429.8278
## [366,] 4.7888611 234.89370 28174.6205 10.8500365 187.4241 444.8543
## [367,] 4.0372877 291.46190 52318.9173 7.7794593 NA 401.2043
## [368,] 6.5058725 240.28791 29534.6903 6.7752772 341.7282 265.2512
## [369,] 6.7797740 153.88631 24415.0706 7.3226717 NA 459.8765
## [370,] 6.9525117 211.69730 33737.2885 6.3008707 NA 395.4070
## [371,] 5.6284069 226.83004 28334.4919 8.0124970 293.9243 351.1612
## [372,] 5.9660005 194.79622 17350.0585 4.4665772 404.6100 406.8063
## [373,] 6.3194315 180.96562 36278.7183 9.9605521 275.5917 307.6914
## [374,] 8.0272479 193.35242 7714.7470 6.0872377 NA 440.9390
## [375,] 8.8826845 135.52306 4857.2538 5.2097789 NA 532.3367
## [376,] 5.9912835 224.60856 29983.1160 7.3838187 329.7315 604.6313
## [377,] 10.2724443 163.62462 18894.8524 10.0682054 269.6467 446.4507
## [378,] NA 131.54774 21626.4976 7.2078464 NA 390.9550
## [379,] 6.1051401 249.14139 45249.4490 7.3693603 338.7713 314.9651
## [380,] 9.4433589 73.49223 20438.2247 8.0249531 315.8057 458.6772
## [381,] 6.8874144 223.60306 29189.1367 10.5144660 253.8306 386.6229
## [382,] 6.5129008 169.21748 25151.4116 4.6133108 375.6123 296.0744
## [383,] 5.7727181 213.36354 26124.9314 8.6307190 273.2794 465.5593
## [384,] 4.9125573 308.25383 44063.0984 7.9279769 280.9337 327.4757
## [385,] 9.7395619 166.94886 13623.1601 7.2359218 385.0591 369.5913
## [386,] 5.5419790 185.67187 20143.0653 10.2361760 209.4711 517.9358
## [387,] NA 193.50341 42268.3343 9.0059428 258.3927 384.6849
## [388,] NA 143.30020 16263.1675 6.2297366 NA 503.6641
## [389,] 6.4489310 240.24477 13979.1657 9.0779848 314.5905 473.7513
## [390,] 5.4779123 211.39884 27361.6591 5.8104569 340.6238 358.0441
## [391,] 8.5447087 181.41340 31429.3790 7.5550297 350.3971 393.8896
## [392,] 7.3785970 175.98245 9460.3226 5.9410118 NA 402.0199
## [393,] 6.6640031 199.58872 15902.9453 5.2577890 346.5846 347.3533
## [394,] 6.7755828 218.41493 17968.8828 8.2541148 NA 358.7177
## [395,] 8.7363712 194.67769 24283.6588 8.8555445 329.0042 333.6238
## [396,] 7.1469763 196.56268 16911.2038 6.8905055 320.1009 520.1114
## [397,] NA 242.90944 9654.7337 6.2539804 359.6658 588.5667
## [398,] 5.0403317 232.23448 25653.6902 5.9293076 328.3296 529.0525
## [399,] NA 281.58216 21707.4923 5.0372612 348.2397 347.9575
## [400,] 7.7454991 168.35562 14336.6275 5.2643100 NA 421.4853
## [401,] 6.2596516 208.37943 37356.7464 8.5654873 256.4738 380.2402
## [402,] 8.5963912 189.52316 14518.9745 5.1241294 422.9904 348.0415
## [403,] 5.7673496 272.47218 15417.9328 7.7288599 315.4049 424.4612
## [404,] 7.0889406 206.36412 13839.7134 8.0882420 321.2961 369.9693
## [405,] 8.0291816 158.04040 19663.4694 8.4334484 283.2705 431.3047
## [406,] NA 286.20176 46931.8843 7.4400239 262.5265 557.4219
## [407,] 4.7257856 249.67100 20834.2943 5.0360101 378.9987 411.1145
## [408,] 8.1957654 214.51761 10389.5425 6.2954050 327.1939 403.1899
## [409,] 6.4437537 196.61599 25740.4126 2.4843800 435.6728 352.3536
## [410,] 7.0390943 179.64522 28827.3602 4.9455552 389.8893 593.3962
## [411,] NA 185.75573 27345.1743 8.9327636 NA 313.8788
## [412,] NA 185.84680 14971.9490 6.6663429 346.4862 418.4536
## [413,] 6.9452241 220.96004 36438.3109 5.5516604 337.9639 367.9980
## [414,] 5.7421104 188.21660 26831.6104 6.2027212 318.3767 498.1424
## [415,] 5.5966278 177.21379 17925.3521 8.4354701 303.7342 552.3087
## [416,] 7.3503790 193.63337 26736.0856 10.4165889 309.4169 557.4957
## [417,] 6.2627989 206.88975 31414.5258 4.5280762 349.7347 567.0273
## [418,] 9.9270237 208.49074 19666.9928 8.0086183 340.2378 482.8424
## [419,] 5.3814075 175.57431 15371.9999 7.4572453 312.3549 308.7298
## [420,] 4.9613527 166.25996 22229.2301 9.9220779 295.1318 449.1472
## [421,] 6.4570975 192.26494 18340.0468 8.8321376 335.9701 517.4322
## [422,] 6.5393695 214.63860 21230.4314 6.4855943 336.9749 532.5728
## [423,] 6.2524100 225.78410 23920.2548 7.0181650 303.7917 484.5858
## [424,] 7.9673448 180.53171 19384.0374 9.8682379 325.4968 386.0553
## [425,] NA 212.73169 37030.7081 5.0403195 351.0645 535.3024
## [426,] 7.6095212 223.28839 40879.7896 7.0306993 310.6324 370.2709
## [427,] 6.8878639 173.32502 19947.9242 7.4887031 334.0980 441.0026
## [428,] 9.8790713 208.90565 14673.6707 6.2402476 366.8176 442.3375
## [429,] 7.6387618 178.27164 18308.5027 6.5480978 362.3329 394.1810
## [430,] 6.9618917 223.59584 31101.6843 3.6920654 343.8273 530.2214
## [431,] 8.0606096 208.04271 15489.3257 5.6202988 361.9704 423.4208
## [432,] 7.2402718 213.42314 23432.9627 5.9278681 328.3592 325.3877
## [433,] 7.4867797 199.67778 25396.0118 4.9605584 342.4535 444.6786
## [434,] 8.4104606 234.87652 27554.3453 5.6817162 362.4896 519.0316
## [435,] 6.1439215 175.27408 29072.1697 12.0625362 287.6982 469.9833
## [436,] 6.0961799 174.87163 16314.2334 8.0630207 NA 435.7838
## [437,] 6.3848240 243.68807 39960.2990 6.6976571 297.1855 437.7279
## [438,] 9.4626660 225.39931 12224.6246 2.9813790 387.0987 485.6973
## [439,] 7.8681471 199.03597 20434.1057 6.2109937 337.9161 549.4150
## [440,] 5.8731571 153.67338 21910.7636 9.7528787 319.3567 352.4560
## [441,] NA 186.87301 26004.5289 8.4935288 320.6935 534.1303
## [442,] 6.5293044 210.00403 28970.0876 4.2501509 NA 422.8176
## [443,] 5.1522037 207.29926 27000.1069 6.6918060 NA 350.0050
## [444,] 7.8586628 210.95475 26703.8535 6.5090654 341.3419 374.0728
## [445,] 7.7044103 234.63595 22057.3792 8.1244032 NA 397.3997
## [446,] 6.7280044 201.12690 22888.7881 7.6639880 319.4635 325.5375
## [447,] 10.4645025 190.99485 6700.7751 6.8798577 NA 498.9319
## [448,] 9.1127863 205.94107 20868.6280 6.9627900 330.9343 422.0395
## [449,] 8.0798084 174.16109 12677.8415 7.2952116 333.5825 589.5522
## [450,] 7.0786594 232.58185 26177.7895 3.9143532 334.1611 380.4599
## [451,] NA 139.33115 2912.2112 10.3382340 343.3180 532.8852
## [452,] 8.0438893 169.68822 8896.1951 7.8378612 328.9398 430.8368
## [453,] 7.0402450 192.95598 20988.4294 6.4223590 320.9488 381.3573
## [454,] 5.4839741 166.16184 21144.9753 7.6076109 322.7331 306.3559
## [455,] 8.5344069 248.57748 22372.3033 2.9937441 366.1462 341.7602
## [456,] 7.2665945 176.85370 14859.0597 8.2617782 327.1723 445.0375
## [457,] 6.2566511 181.07231 16905.8015 11.5861511 NA 481.3071
## [458,] 7.2403510 201.99720 14462.6743 6.7371760 314.0431 534.8010
## [459,] 8.6921153 144.23636 2552.9628 9.2026339 347.9751 517.4275
## [460,] 8.6395410 168.61397 7013.2118 8.4516010 355.2139 419.7889
## [461,] 7.1798641 180.85421 10859.5538 8.2635034 341.3025 358.0563
## [462,] 7.1639992 203.78160 34226.0721 9.4120346 320.2589 415.5775
## [463,] 8.9261131 189.98795 15249.6202 7.0762217 341.5269 361.9016
## [464,] 6.3531103 206.26981 18409.0373 3.7237762 348.2099 389.6832
## [465,] 6.6815536 238.51244 26132.2118 6.3044591 309.2370 326.0262
## [466,] 5.4453260 201.37946 28001.1182 7.2089460 331.5875 365.0916
## [467,] 7.5398819 185.82598 21575.2452 7.4429987 333.0796 444.1166
## [468,] NA 199.91801 15335.5114 8.0923771 303.3272 399.6054
## [469,] 4.3704766 188.65404 29542.3382 8.1171141 301.0222 456.3085
## [470,] 10.3164004 217.26684 10676.5085 3.4455146 397.7549 492.2065
## [471,] 6.5995938 198.32326 21078.8872 6.2342315 331.4956 447.9878
## [472,] 4.1975836 189.47368 31292.1277 7.1052043 NA 370.7714
## [473,] 7.9207946 173.35715 13454.6348 6.9478951 356.7681 471.3687
## [474,] 6.3307328 166.73801 18397.1994 8.0764265 NA 436.9918
## [475,] NA 181.29613 23433.9018 7.7295884 NA 329.7409
## [476,] 7.7641426 186.13243 25926.0756 8.0112066 NA 399.1317
## [477,] 8.2371426 190.05969 20015.3981 8.3852167 356.0918 377.6821
## [478,] 5.6792341 188.18870 35643.1812 8.8826537 322.1694 256.3026
## [479,] 7.4175704 193.77188 23207.0928 7.4721153 NA 496.1052
## [480,] 4.7759834 196.27396 19185.7919 4.9429299 329.1439 459.0836
## [481,] 7.8650950 210.03929 14310.6233 6.6128996 NA 403.3606
## [482,] 5.9034657 201.86403 25394.1047 7.6921542 313.6481 434.7197
## [483,] 7.7057110 178.92286 18476.6192 8.2262281 334.8899 518.0434
## [484,] 7.8151218 190.31390 20229.1082 9.1868931 335.6387 379.2229
## [485,] 6.1397430 168.44421 23894.1360 9.4945817 318.0261 494.1291
## [486,] 5.0414050 193.16785 17342.3141 7.8429748 322.1070 444.4535
## [487,] 8.6751927 200.73594 15049.5842 8.6303806 356.8055 441.2981
## [488,] 7.6893580 221.35689 30253.8511 6.2693090 320.4781 529.7465
## [489,] 8.5701291 200.07187 9782.3443 5.6616970 NA 511.1615
## [490,] 5.6717623 184.78184 17527.7167 5.3147593 339.0565 409.4794
## [491,] 6.6248064 204.34293 21443.2647 5.9804018 312.3152 412.9968
## [492,] 6.5410077 195.56689 29616.4929 7.1086281 328.9985 530.7997
## [493,] NA 169.18874 18408.2950 5.1318393 342.9377 350.8944
## [494,] 9.2411976 223.69135 21610.5813 4.1161831 NA 480.0131
## [495,] NA 162.62629 21318.9617 7.5752788 289.2084 457.8116
## [496,] 6.3408090 158.34274 15288.2138 7.5997517 342.4477 334.9373
## [497,] 5.9803572 181.25870 11826.2943 3.6885044 356.1666 543.3480
## [498,] 7.6059788 172.19814 10930.0557 8.4326386 NA 400.7062
## [499,] 6.4275124 178.32656 25993.7114 7.2945541 329.6952 566.7547
## [500,] NA 196.24886 17909.3658 3.6722705 NA 417.2873
## [501,] 6.1090733 191.75557 26853.9495 9.0646128 312.2020 375.5474
## [502,] 5.8429331 168.29529 19156.1231 6.8783479 331.4776 506.7568
## [503,] 5.3675465 175.43282 29009.0108 6.4814437 NA 463.4784
## [504,] 5.3458871 184.78457 22274.3684 9.7271033 319.0305 492.1355
## [505,] 5.3863074 212.59299 40149.3166 8.1242319 318.7917 355.5464
## [506,] 9.9194784 207.06559 16544.2756 7.0393109 363.0369 278.7532
## [507,] NA 218.30218 42061.3228 6.3311775 324.5416 503.1392
## [508,] 7.1214584 204.16414 20574.3643 7.0891462 NA 353.9276
## [509,] 9.4182961 173.64022 8777.6868 8.4561779 358.2921 596.8258
## [510,] 7.4571648 263.03670 31085.0834 1.6839926 NA 584.6044
## [511,] 5.2722276 206.31318 42210.8852 8.8497167 NA 410.6485
## [512,] 7.2919570 202.32904 21891.6772 7.6287469 339.8290 379.2701
## [513,] 7.8038332 223.68811 37376.7930 6.6649694 NA 343.7640
## [514,] 6.8443509 197.46047 23608.8622 8.3964046 NA 526.4259
## [515,] 5.6087452 152.95406 19835.9808 9.3459815 323.3933 596.0764
## [516,] 5.7011546 233.51504 41411.6017 5.8954640 310.1605 509.7679
## [517,] 5.4127625 226.58649 45510.5843 7.0701852 307.6215 420.1248
## [518,] NA 208.17746 17264.8409 3.2961573 387.0708 631.3042
## [519,] 5.0181324 169.39724 29072.0381 10.7114754 297.0133 467.2181
## [520,] 4.5522384 197.07693 25969.2151 8.8654220 NA 461.8363
## [521,] NA 203.50592 21417.5936 6.0726376 319.5227 348.5273
## [522,] 7.0253059 202.80908 23502.8578 5.2390132 335.5487 471.1317
## [523,] 5.7706210 194.50014 16173.7271 6.3417973 318.7889 387.1305
## [524,] 8.4378760 183.10662 12856.9287 7.4000195 361.7797 587.0226
## [525,] 5.9070783 213.47108 41839.4564 7.9247621 312.3299 357.2590
## [526,] 6.8983413 187.41531 19024.4855 6.9150702 NA 428.7870
## [527,] 10.2527344 217.73667 9651.8748 4.3383534 369.2977 528.1216
## [528,] 8.2064999 182.90536 18949.9755 6.6629489 347.1326 332.8553
## [529,] 7.2861674 208.44409 30879.0267 6.8569671 336.0488 352.6021
## [530,] 8.8092964 226.10590 18140.5943 4.9303807 320.7994 350.1167
## [531,] 6.6415007 198.88441 27867.4868 7.3277293 318.4084 573.7238
## [532,] 6.1451484 197.54107 39657.2721 9.9001594 288.1579 319.4340
## [533,] 5.9064418 177.89137 27296.2940 8.8692680 312.0158 385.8128
## [534,] 5.3898459 163.34435 19646.2334 9.0927212 314.2376 491.7504
## [535,] 5.0065630 160.49645 27218.8220 11.5431905 289.9758 303.2563
## [536,] 6.5036382 163.25663 15000.1878 7.6418337 334.1031 517.4284
## [537,] 9.6068589 200.84214 18907.6428 7.5150874 NA 370.9038
## [538,] 8.7422299 179.40980 9694.3549 6.5771280 368.5043 323.7440
## [539,] 8.3943974 187.64341 10603.0980 7.8402605 352.8356 376.2411
## [540,] NA 204.92383 12556.7540 5.7890076 359.9518 610.7676
## [541,] 3.8412050 186.91777 19988.6493 7.1749523 NA 483.3342
## [542,] 4.3013735 148.73770 26640.0722 9.2426528 316.7644 365.8354
## [543,] 9.8958892 210.65404 13189.5194 4.9451279 NA 481.1368
## [544,] 4.3194407 186.05618 30565.5784 9.8111684 276.8339 282.6874
## [545,] 8.3137736 196.54770 11310.9583 5.3108152 364.4051 607.9158
## [546,] NA 179.14929 4784.9679 5.7021867 378.3982 517.4961
## [547,] 3.4103597 207.39747 49074.7304 5.6674335 301.9750 351.5204
## [548,] 7.5109433 182.19285 17100.8874 5.9487846 357.2657 499.0951
## [549,] 6.9782909 191.85848 26189.6471 7.2794332 317.1842 564.6476
## [550,] NA 164.37843 15908.5619 11.2086883 NA 360.8143
## [551,] 7.4607272 237.57961 25222.9560 7.2774428 316.5623 377.6822
## [552,] NA 190.04666 18327.4384 7.8987649 354.4192 445.9285
## [553,] 7.2201656 204.76839 15658.0863 3.8427319 NA 407.3750
## [554,] 8.7908512 187.43981 7850.6419 6.3599422 NA 384.9208
## [555,] NA 198.23441 26486.1814 6.4729584 NA 472.6937
## [556,] NA 219.01333 29433.4238 9.3840556 302.7673 426.4307
## [557,] 9.0491661 169.50925 4343.3566 5.7808226 386.7005 471.9254
## [558,] 9.5151406 199.08132 9082.8162 5.9765495 367.2308 501.4468
## [559,] 6.1452429 213.17559 20417.2644 6.2437431 NA 435.3765
## [560,] 7.4942120 210.34728 29252.5011 5.9227043 339.8466 445.0612
## [561,] 7.0918858 221.19148 29091.2071 5.1349604 NA 515.0600
## [562,] 6.6245725 172.05547 14877.2897 7.0799340 338.4413 405.8181
## [563,] 6.0321889 200.42076 32882.1559 6.5165189 352.0186 349.9822
## [564,] 6.3440954 164.81721 14973.2974 10.7070156 316.1445 337.2194
## [565,] NA 209.76602 27382.7693 7.4323122 323.9556 301.2029
## [566,] 7.4591449 217.70013 19436.5035 4.6391159 352.4244 494.0943
## [567,] 6.3616668 175.04400 25833.8517 8.2437812 333.9471 302.1907
## [568,] 9.0115888 228.91952 25208.1518 6.7670104 NA 380.1452
## [569,] 7.4662131 223.18418 18261.6949 5.2065968 NA 456.2622
## [570,] 5.7398163 189.82779 15825.4403 8.1101403 313.0573 425.0168
## [571,] 7.7851067 174.88936 13404.2543 7.5178057 NA 491.4317
## [572,] 7.1385868 180.90378 9727.6532 5.7064286 NA 399.9548
## [573,] 8.8051777 157.23198 4728.6507 8.8482622 356.7736 299.2798
## [574,] 8.0030315 186.46308 15007.2727 7.6973237 355.7260 561.6132
## [575,] 7.1573379 214.01010 23718.5520 3.9243669 343.7644 506.8997
## [576,] 6.4273651 202.94498 20920.2516 5.5276207 338.5824 332.6128
## [577,] 6.1246723 179.57975 27951.6131 8.0756269 303.6469 467.1718
## [578,] 8.4579010 228.73215 16061.5901 4.1424854 356.3048 370.7121
## [579,] 5.7721974 200.14497 27840.6942 7.1322398 318.6435 414.0150
## [580,] NA 220.97605 11562.4355 6.0333923 359.1869 406.4664
## [581,] 6.7607905 192.14262 19089.9486 4.3645214 345.0189 457.5548
## [582,] 7.8950457 174.69269 10465.2616 7.6683154 350.5354 472.0429
## [583,] 8.5767399 221.15026 24897.2866 6.2226264 341.8092 389.2928
## [584,] 5.5967298 229.29510 44652.3639 6.5009531 323.9990 424.2570
## [585,] 8.1456324 218.44080 31350.2758 5.5076497 334.6449 376.6699
## [586,] 6.6654951 222.48777 25319.9139 4.9709586 339.0597 318.5643
## [587,] 6.4990680 173.76887 23734.8462 9.0090557 330.1647 593.5618
## [588,] 9.7358894 209.76151 10897.1503 6.1065669 358.1931 449.3678
## [589,] 9.2682819 204.36049 14333.5380 9.0701263 328.2979 431.4754
## [590,] NA 180.89304 17705.6086 6.2233122 350.1953 447.9371
## [591,] 10.0596421 175.87583 5232.9133 9.6741748 NA 477.9838
## [592,] 6.4758854 177.29495 16532.8288 10.0965880 305.2489 466.6494
## [593,] 6.0961283 200.64622 16932.5771 6.5422064 NA 404.4601
## [594,] 6.2978456 214.21457 21022.8350 7.2587219 331.8220 434.0487
## [595,] 5.2840967 185.70549 26532.7373 6.1325457 328.1396 543.1817
## [596,] 8.2699447 192.00378 11889.2177 8.3772334 345.9874 405.3406
## [597,] 6.0395678 246.69285 39489.0097 3.1949688 NA 357.9863
## [598,] 6.2432790 171.10389 19605.0296 8.2682291 NA 512.8947
## [599,] 8.2140998 192.17713 12819.8754 7.5360232 343.4773 418.6788
## [600,] NA 205.63879 39742.9703 4.6605285 323.9565 509.5464
## [601,] NA 233.02013 27071.1186 6.2209365 298.1126 357.1196
## [602,] NA 220.55252 28135.0768 7.9780981 307.6525 421.4643
## [603,] 9.8360305 230.47192 16103.3605 5.5993141 NA 300.0625
## [604,] 8.7197643 219.77890 30681.1203 7.2687651 340.9185 481.8534
## [605,] 7.0096017 220.56200 18628.6968 6.7816804 NA 397.9961
## [606,] 6.4926388 172.86396 14625.5614 7.7365695 349.4041 652.5376
## [607,] 7.8145243 180.34731 17516.6994 7.4890064 352.2770 370.0114
## [608,] 9.6525629 205.20606 8508.1537 4.9454166 386.5412 392.7675
## [609,] 8.0075412 151.73632 8864.6865 11.2515073 NA 447.4844
## [610,] NA 170.55009 17561.2728 8.3202096 349.2920 374.4638
## [611,] NA 204.73500 33798.1090 6.5781606 NA 426.0805
## [612,] 7.3868377 189.59581 29122.6970 8.4207633 321.5678 458.0442
## [613,] 5.4975803 204.68287 29493.4230 7.6041303 323.6088 476.8445
## [614,] 6.0578281 230.71769 44868.4584 6.4433916 NA 397.2368
## [615,] NA 222.82121 23879.2268 5.0823566 NA 382.7580
## [616,] 6.2689533 185.70665 24769.5114 6.7176660 318.2279 534.5408
## [617,] NA 190.92926 20661.4111 10.1754838 299.3456 471.0626
## [618,] 6.2849848 196.77506 29213.6204 8.5287926 334.4778 574.5407
## [619,] 9.0430956 181.56666 8273.5920 6.7010419 NA 372.5512
## [620,] 8.5230621 201.60849 24207.2980 7.2207162 NA 436.6260
## [621,] NA 183.46485 19998.8590 7.1518887 337.5395 294.8468
## [622,] NA 193.40027 30630.7599 6.8735681 342.1932 430.3956
## [623,] 4.0290527 203.38686 42327.1680 8.5504831 279.6753 503.7324
## [624,] 6.4127070 204.35810 32333.8415 5.2040845 345.7175 389.2153
## [625,] 6.2762950 184.95206 28653.4723 6.5194349 335.2578 470.4297
## [626,] 7.6488779 188.50698 22510.9751 8.6172081 NA 393.2935
## [627,] 5.5481818 204.25990 39997.7837 7.0272262 319.2029 431.9724
## [628,] NA 216.67562 17870.3152 6.6133867 338.4159 438.1321
## [629,] 7.4686170 240.34531 36701.9743 4.5364130 339.2214 453.2114
## [630,] NA 179.14945 21051.3654 8.8878462 296.9491 418.2698
## [631,] 7.9181505 214.18661 23823.4929 7.2908777 341.1733 411.4245
## [632,] NA 191.76426 10830.8012 6.3628894 NA 492.2003
## [633,] NA 181.37465 14579.8221 5.4350582 NA 308.7925
## [634,] 5.4332421 201.78125 31157.1102 7.2863923 304.4253 451.5572
## [635,] 8.3395116 202.20162 21295.7499 5.6181161 NA 428.9503
## [636,] 6.7157191 195.19060 19966.7447 7.7446958 354.2089 411.7955
## [637,] 6.0980121 211.45401 39352.7758 6.2121913 NA 488.1413
## [638,] 6.5768453 156.22177 12772.0958 9.7598977 341.7494 418.9725
## [639,] 4.6810988 220.47613 38748.4113 4.6525138 306.4512 442.5305
## [640,] 8.1512153 219.56005 13699.6807 3.8044283 NA 460.5287
## [641,] NA 226.54835 13584.4903 4.1906962 374.1576 335.3782
## [642,] NA 220.83603 27319.5690 4.5071016 329.9972 463.9652
## [643,] 5.6696896 194.13007 20081.5380 6.7781036 NA 403.9899
## [644,] 6.6249436 185.41093 16360.5663 9.4728450 320.8465 458.9240
## [645,] 8.2736436 188.16075 11120.7010 7.4108909 346.3198 344.1550
## [646,] NA 241.89551 25717.9362 4.2399971 369.5411 474.9375
## [647,] NA 221.62006 11954.7007 6.6570531 NA 391.2387
## [648,] 10.5096686 213.87687 16786.9254 6.6242202 NA 411.2170
## [649,] 5.1714341 207.28053 44612.7514 7.2879252 300.2543 552.9076
## [650,] 6.9641983 193.75328 27408.4993 10.1846046 307.6945 302.9404
## [651,] 6.5487965 205.16816 13584.9002 3.7776480 NA 327.9673
## [652,] 6.5554393 195.15798 15405.4965 2.7508373 NA 436.2781
## [653,] 9.0425829 221.32018 14149.4998 5.3258527 366.6684 377.8580
## [654,] 5.9705789 202.74552 19952.3095 7.8720378 311.1882 412.0389
## [655,] 6.2738058 191.85040 15130.1544 5.1127505 349.9495 538.2037
## [656,] 6.6040080 212.97847 23564.5797 6.6082051 325.3539 430.3328
## [657,] 7.1439420 153.23636 11553.0393 8.4446872 329.4045 278.4833
## [658,] 8.1164466 208.68915 23985.8644 7.5138702 346.4238 436.2906
## [659,] 7.6651878 209.99725 22993.7294 5.5439013 343.4942 417.7390
## [660,] 5.5553530 154.30068 20503.4301 9.6449965 313.4703 355.2070
## [661,] 7.5439313 192.23454 24227.9611 7.2413435 336.1510 369.4277
## [662,] NA 218.57355 11724.6233 7.5654068 296.4305 452.7277
## [663,] 7.3401709 210.11881 12810.4232 8.8672938 309.6616 412.7066
## [664,] 10.0151891 210.12672 9064.0358 7.1984324 363.5618 324.6479
## [665,] NA 188.74356 19037.4626 6.0342361 NA 388.0659
## [666,] 7.8464633 233.97658 6670.6594 6.8445262 NA 545.3107
## [667,] NA 155.67578 52060.2268 2.5775553 365.0810 323.0010
## [668,] 6.3341628 197.48233 23460.8214 6.1214635 303.5503 399.5638
## [669,] 9.6160957 221.75982 12538.9740 9.0895311 NA 441.8810
## [670,] NA 186.59525 29496.9102 8.1177478 378.4305 616.1752
## [671,] 8.8929985 224.07818 22960.1806 8.9820364 274.6895 466.2455
## [672,] NA 195.83657 14563.6826 9.3159769 NA 289.6606
## [673,] 8.1414299 211.79427 15494.3598 9.4504140 NA 363.1294
## [674,] 8.1657149 203.41933 16925.0123 5.5743417 337.2523 527.9125
## [675,] 4.9319584 164.66677 31155.5402 7.4114835 383.7826 506.5314
## [676,] 8.9778219 198.99629 20225.6429 7.5695181 352.6858 492.0978
## [677,] 7.3726118 220.38716 17606.8857 9.4263394 274.2068 551.1452
## [678,] 9.1073304 202.51471 24678.3293 5.5759064 334.7173 467.1108
## [679,] 4.1682485 164.35129 23863.7169 8.5938192 NA 547.4668
## [680,] 7.8069090 216.47317 21299.3187 6.2175971 NA 524.0797
## [681,] 6.7046354 230.76694 9727.7617 5.9436946 223.2358 405.7616
## [682,] 3.6231658 156.89892 26738.5254 5.0231426 388.7523 388.7526
## [683,] 7.9668568 186.35336 21440.7388 7.8324737 393.7670 461.3562
## [684,] 4.5956078 204.85966 13891.0385 6.3713445 NA 631.8221
## [685,] NA 204.66905 12874.4446 5.0711645 324.7013 402.6193
## [686,] 3.9944976 179.45419 18682.2771 6.4647927 331.1456 538.1750
## [687,] 8.9079871 202.46121 33653.7620 5.4318787 330.8271 426.1866
## [688,] 5.8987263 198.31002 21148.2419 9.1249003 326.2543 312.3886
## [689,] 9.5146266 215.72553 16553.5624 7.5478595 321.7762 453.9185
## [690,] 8.8424637 229.96442 7839.3188 10.5088099 278.4283 370.0852
## [691,] 7.7210785 208.43859 17248.6187 7.6853697 286.4035 269.0136
## [692,] 9.0894211 208.91472 32238.0778 6.8950136 321.0805 449.2600
## [693,] 1.7570371 147.58183 41538.2427 7.7281770 376.0129 428.4448
## [694,] 7.7251921 213.95133 20461.7590 5.3403186 NA 338.2143
## [695,] 6.7291915 178.49363 31991.9587 5.6329404 NA 341.7748
## [696,] 5.0854294 173.56597 33455.2410 6.0332472 351.2713 507.4762
## [697,] 9.5452705 212.04639 25189.8306 6.2038688 316.5673 498.2670
## [698,] NA 182.53398 20049.2421 8.4804680 330.1279 328.7010
## [699,] 6.2462641 163.21804 26408.8818 6.0296705 429.0223 509.9569
## [700,] 7.3764491 168.75001 37191.1141 4.1849430 NA 439.3129
## [701,] 7.8024261 232.67028 14382.9022 7.6269229 NA 413.2922
## [702,] 8.5967672 202.34319 15173.4711 7.2486250 373.6533 315.4791
## [703,] 6.4364445 192.99566 19579.3895 7.6408743 314.9227 379.6754
## [704,] 7.3334777 233.72136 16066.5521 8.1819881 224.2125 401.7393
## [705,] 6.1447590 210.97975 19981.3152 9.2036141 271.0971 332.5981
## [706,] 4.7259977 175.99149 34265.8306 5.9233958 324.8707 441.9452
## [707,] 5.3933459 172.55026 28099.0387 5.7896687 372.6219 505.5423
## [708,] 5.6248200 215.82287 9028.7603 9.2560978 274.2923 340.6484
## [709,] 5.7688680 184.39500 31155.9888 8.3928335 356.5527 380.0968
## [710,] NA 195.87463 17749.2987 7.5567503 NA 512.4545
## [711,] 5.2513538 167.92434 34768.9334 4.0230813 377.1435 315.5361
## [712,] 7.6887859 209.18563 29568.5359 9.8173356 294.3477 355.6986
## [713,] 3.6810763 144.26527 26726.7711 6.0952829 NA 564.1838
## [714,] 4.8976917 169.23577 14676.7163 8.3186073 NA 437.5387
## [715,] 5.8427546 202.04478 13969.2616 6.6439180 290.7960 475.1430
## [716,] NA 193.41014 14472.3915 5.6406723 322.6745 431.4573
## [717,] 5.0383168 170.36046 25866.1039 7.4037500 NA 350.3910
## [718,] 9.9612477 220.03819 11939.7699 8.4287536 337.4836 398.6809
## [719,] 7.4175026 198.70565 24389.3629 4.7906814 289.3314 366.3707
## [720,] NA 160.32597 37795.7633 9.1522247 390.2766 441.9861
## [721,] 5.0999320 189.66594 21807.4001 4.3681520 NA 334.5123
## [722,] 3.6331628 179.35058 28584.1758 5.2463817 292.4405 500.8660
## [723,] 8.8604509 193.74311 24085.1121 6.1831095 NA 526.7049
## [724,] 10.1379323 242.00572 15088.8277 8.6777894 NA 596.3463
## [725,] 9.9008148 199.08375 16233.1347 8.1466432 380.1130 345.0199
## [726,] 10.2684305 218.21668 13753.9934 7.5126081 334.1781 341.6022
## [727,] 0.2274991 152.53011 39028.5993 3.4624920 283.6938 443.0292
## [728,] 6.0172609 206.01440 15157.2688 7.5821239 307.7045 431.7820
## [729,] 7.1108451 213.88634 25043.5328 6.0484370 245.9543 505.7355
## [730,] 6.3502905 190.38374 14905.3939 5.5378302 NA 446.8406
## [731,] 8.1293417 211.12331 22982.9274 6.7790055 326.3980 367.9888
## [732,] 10.2528162 218.27970 18158.8421 8.6573419 349.5296 336.1988
## [733,] 5.4623559 187.70953 11642.1490 8.4396411 NA 534.6639
## [734,] 9.2394404 212.56908 14829.6242 7.1729204 324.1289 575.4220
## [735,] 7.0713142 213.61963 20038.7964 7.6022519 290.0572 605.3050
## [736,] 7.1158953 193.70674 18463.8837 4.9243890 319.0570 369.5340
## [737,] 8.2389966 199.59454 25046.7986 9.2880199 350.8360 328.3634
## [738,] 6.4462520 204.25356 11104.2505 7.6486129 NA 418.0412
## [739,] 6.1617795 202.75697 12229.6476 11.5235975 324.0480 344.3657
## [740,] 6.7721565 196.90010 13790.2962 9.5750529 NA 347.5884
## [741,] 7.0618455 211.09169 11300.2381 8.8663593 299.9381 353.5104
## [742,] 4.6382503 182.41962 34261.9859 6.1977159 307.4585 439.1177
## [743,] 7.6789669 205.47992 7472.5065 7.1818685 NA 395.2358
## [744,] 8.1377131 178.71663 33786.7163 9.1018851 NA 481.0735
## [745,] 7.4813978 186.07477 13781.7803 4.6492539 377.3444 323.7728
## [746,] 8.0821481 185.93242 28407.6610 7.6054208 381.7619 402.6580
## [747,] NA 210.62736 27983.1794 5.9472129 NA 436.8441
## [748,] 7.7021831 192.13753 18126.0310 9.1545805 364.1912 646.7326
## [749,] 6.7507612 207.25451 23642.9926 7.6910124 293.7830 446.6969
## [750,] NA 219.70605 22387.3158 7.3085006 316.9730 327.2895
## [751,] 6.3239421 185.99241 23234.7889 5.8929627 347.2368 401.3049
## [752,] 5.4038837 199.01667 11571.4215 6.2854338 NA 377.4307
## [753,] 5.6998735 159.43560 31977.3701 5.2499744 NA 501.7432
## [754,] 7.6942646 184.83630 22673.0345 5.7010633 NA 439.6330
## [755,] 8.5814287 186.60162 20590.7121 3.9241829 366.1319 384.3057
## [756,] 9.8889414 220.63882 19892.3889 7.9864564 326.0766 460.8124
## [757,] 3.4264504 154.71172 21839.6960 4.9657223 NA 437.3772
## [758,] 8.3704405 231.44255 15063.8150 12.2793742 NA 422.2938
## [759,] NA 204.85219 13286.1566 9.0938434 332.8455 365.6875
## [760,] 8.3905006 215.29552 27032.1423 6.5539577 282.8595 443.4456
## [761,] 7.5819447 193.28646 21675.6829 9.8214985 381.9307 414.8110
## [762,] 9.8500547 208.74023 35289.2371 8.3501101 337.2097 462.4802
## [763,] 5.2256838 185.05044 16276.3986 6.6170976 NA 394.6349
## [764,] 9.6636532 233.48727 13213.5783 10.1499369 293.0747 326.7778
## [765,] NA 158.76296 26210.1160 4.0887629 NA 354.8471
## [766,] 7.9356073 207.01685 19657.8433 8.6045048 312.3436 358.8490
## [767,] 8.9281421 197.64853 27884.4343 8.9685760 NA 317.5327
## [768,] 6.9203429 207.82136 16689.7996 10.0311464 286.4139 481.9559
## [769,] 10.5380984 200.13983 13867.2442 7.3650151 409.4467 340.8088
## [770,] 5.7293029 162.85759 34573.6788 5.6548564 415.2871 297.6314
## [771,] 5.3356888 178.64012 37993.1828 9.7725218 343.2584 465.0728
## [772,] NA 177.17402 38977.3308 5.4771613 402.4994 484.1730
## [773,] 6.7698349 177.17326 34596.0019 2.8660730 369.5330 389.5163
## [774,] 6.8483296 195.45148 15908.6421 6.2413486 319.2647 404.2049
## [775,] NA 231.15982 12856.7286 6.9770186 344.4477 392.5169
## [776,] NA 205.08879 27064.4184 7.3983786 304.9265 409.5018
## [777,] NA 155.86438 28224.7742 8.3667228 392.5826 421.3437
## [778,] 8.5892023 233.72797 7263.0567 6.9533078 268.9714 258.8802
## [779,] 8.4736493 182.99720 36412.4883 6.1446657 NA 414.3081
## [780,] 7.5913461 199.25532 25383.7652 7.9246163 318.6105 416.4456
## [781,] 8.1377679 203.86187 24172.7033 6.8440176 305.8326 470.8363
## [782,] 5.3525660 150.49521 27795.7320 5.4640576 445.9384 422.4225
## [783,] 7.9980903 241.00028 9609.7406 9.8423461 229.5756 428.8824
## [784,] 11.8980780 228.13267 8296.5506 9.8996367 346.6498 500.1692
## [785,] 7.4425365 180.85909 18223.0271 8.5772496 405.3200 564.7935
## [786,] 5.1408005 209.35856 21407.6143 4.4159759 230.5559 378.8972
## [787,] NA 242.41343 9783.3687 6.4001520 211.8516 351.9974
## [788,] 6.9479155 219.59438 10337.5417 10.4147810 NA 453.1519
## [789,] 9.6221060 182.90973 30307.2177 5.6570042 422.4457 573.3305
## [790,] 5.3612117 171.31554 24709.7289 4.1848907 366.8150 490.6587
## [791,] 4.9095190 186.19070 13652.6020 9.3182476 NA 460.5667
## [792,] 6.3764084 182.12104 33046.7276 5.3515332 362.3521 350.2363
## [793,] 3.9401255 163.17165 25911.3217 4.1385400 371.9672 487.9852
## [794,] 6.9168260 210.86044 29263.5541 6.0116110 252.2313 392.3636
## [795,] 9.1465576 226.09342 6787.4847 9.2417629 319.0258 459.5690
## [796,] 10.2684147 225.07422 14694.4206 6.7228429 300.7638 353.6309
## [797,] 8.7876679 232.46264 7035.1338 9.3064490 NA 415.6249
## [798,] 7.3687685 213.19702 18452.0230 8.2924448 294.3449 496.2709
## [799,] 9.3527198 207.46516 23558.5547 6.5049160 346.5165 420.5946
## [800,] 9.3931484 215.05136 20592.2589 10.0895371 331.3387 447.0745
## [801,] 7.2965729 197.64695 22535.0852 9.2881996 323.4491 353.0629
## [802,] 8.9008647 211.30681 9592.1513 8.8632724 348.4378 333.7753
## [803,] 8.1072443 228.17186 18364.8314 6.1859478 246.9426 369.9032
## [804,] 7.8043689 216.67387 14160.6868 6.0601436 281.3560 468.2125
## [805,] 4.6661481 171.28870 35680.0679 4.8943736 314.6139 501.9029
## [806,] 10.9050764 207.00484 16099.1519 8.1864789 369.6839 575.3090
## [807,] 4.7395488 162.24689 27215.9027 2.8625354 372.8151 437.2176
## [808,] 9.8692319 223.77266 29549.6588 7.7169229 281.1185 356.1819
## [809,] NA 182.58223 19575.4754 10.0483832 424.6890 383.4910
## [810,] 5.8275412 191.00493 25863.3432 4.8238315 316.0255 370.3573
## [811,] 0.9899122 133.21694 16922.8539 9.2932886 444.3757 322.2912
## [812,] NA 235.24059 10443.7965 7.6055188 NA 319.8429
## [813,] 9.4858329 218.73824 15357.8334 8.5344584 315.8314 429.6222
## [814,] 6.4357227 214.72467 9363.8540 9.9976236 273.4631 508.3452
## [815,] 6.3654972 205.05654 7040.7376 11.3028312 325.3285 371.5796
## [816,] NA 202.47516 23828.2077 5.5316846 409.2862 414.6177
## [817,] 5.4522149 199.22847 14446.8124 7.6891905 298.3184 469.1320
## [818,] NA 215.96658 21852.4379 7.4575149 283.7558 364.7011
## [819,] 5.4334662 177.82830 31421.7316 4.5841339 347.0974 490.2847
## [820,] 7.3747754 217.69864 12285.8915 10.0382450 NA 358.9833
## [821,] NA 175.70855 25954.0318 6.2293218 346.2251 379.2906
## [822,] 5.2269419 177.31960 28398.5542 6.2945174 336.2929 328.3874
## [823,] 4.5942092 185.63286 27981.0912 6.7616832 354.7852 380.7233
## [824,] 6.7841330 212.44234 12827.6210 7.4036419 NA 328.0336
## [825,] 6.4002562 172.29900 15936.2474 4.9359978 340.3929 435.4056
## [826,] 6.8394159 166.86697 28508.6378 7.2388286 NA 460.7660
## [827,] 6.9018634 164.72349 20442.6150 5.1639314 341.5371 468.4163
## [828,] NA 191.55482 22462.1133 8.1862584 NA 349.9545
## [829,] 7.8888436 228.48839 15824.7887 8.3889442 314.8433 423.6627
## [830,] 5.5276335 218.51892 22095.6372 6.4362882 NA 412.8676
## [831,] 6.4924031 234.91451 18607.2132 8.6206973 302.1313 442.1042
## [832,] 6.6846997 193.84093 34157.1845 9.8765741 344.5354 498.0640
## [833,] NA 196.33467 24108.1276 7.8431436 352.6239 428.7706
## [834,] 6.2236778 238.08421 22423.4952 9.3367738 NA 474.6653
## [835,] 4.7586483 203.53783 23603.0654 7.6671285 324.0843 288.9125
## [836,] 7.4408250 183.36271 17259.8523 4.6102447 335.6264 452.9953
## [837,] 8.0548857 200.94348 12642.0659 7.3098216 334.4421 446.7484
## [838,] 7.0618310 215.94632 24991.7660 9.1383908 321.4734 431.4247
## [839,] NA 214.73783 12666.0053 7.0926913 302.4918 319.4231
## [840,] 7.6116098 222.25227 25063.6830 8.5611238 287.9481 505.2655
## [841,] 4.6914383 200.88941 32182.2623 8.5716496 364.7468 516.8516
## [842,] 8.0641701 209.83933 8712.0026 8.5915101 355.4437 338.8482
## [843,] 4.2929669 212.80865 30434.2691 8.6303130 333.4825 382.9224
## [844,] 7.8657570 184.91292 16147.0020 7.3213434 NA 505.9129
## [845,] 9.0856371 238.22197 9001.6588 9.8202309 325.1048 381.3466
## [846,] 6.5924425 242.48047 9381.2399 7.3031837 312.8144 440.6011
## [847,] 7.0328187 168.82240 29370.2642 5.3905934 NA 521.7809
## [848,] 8.9903172 195.80903 23728.2940 7.5083053 348.7146 551.5404
## [849,] 8.5612189 205.36683 16686.3128 8.1592991 NA 347.8410
## [850,] 6.7391577 156.48276 30950.6811 6.5430898 363.1796 425.2888
## [851,] NA 209.42684 20827.9838 6.5913711 313.8747 567.6042
## [852,] 6.4926272 213.06538 34314.0871 9.0411461 335.2919 313.2547
## [853,] 6.7531284 191.98299 18222.9320 3.9209737 296.1966 389.7425
## [854,] 5.0393736 142.86060 40829.3532 7.2715427 NA 386.8031
## [855,] 8.2963441 198.19705 17468.9998 8.2629040 369.5907 294.3251
## [856,] 5.4555994 152.38673 37620.2485 5.7835798 NA 343.4176
## [857,] 7.9181833 224.15200 20012.1730 9.0087261 302.3936 421.8901
## [858,] 5.0180459 194.66817 27317.0994 6.1554837 NA 313.4780
## [859,] 6.4954353 252.01090 32775.6326 8.4793020 NA 330.0451
## [860,] NA 203.05024 28184.9005 7.0766336 344.5242 445.7008
## [861,] 8.7831676 218.03284 16183.5866 7.3904741 334.0539 389.0216
## [862,] NA 184.75070 28499.1073 6.5500311 330.7195 381.5016
## [863,] 8.1596667 215.64822 17068.2989 8.7696218 319.2532 459.5412
## [864,] 7.6853968 230.33571 7324.7014 7.9913662 331.5125 492.8504
## [865,] 7.7620207 173.63674 15548.4167 5.0186711 330.3910 520.6408
## [866,] 7.2079311 204.01035 18493.8722 5.5578638 311.5682 437.5120
## [867,] 6.9870415 169.72712 19472.6243 5.0176981 366.0189 425.6710
## [868,] 4.6921966 221.54777 24211.6308 9.3632498 307.7140 406.5517
## [869,] NA 219.72571 9840.7828 8.5136546 309.8387 396.8057
## [870,] 4.0594315 200.38308 25770.0067 8.3421298 NA 414.1578
## [871,] 8.3899457 213.66568 17674.7061 8.3488148 NA 471.3699
## [872,] 10.6955325 220.45108 10571.7704 6.5214223 295.9761 414.2561
## [873,] 6.7916969 175.89435 21467.9509 7.1012238 349.4922 427.2397
## [874,] 9.9539521 232.94900 3773.2811 9.9798496 NA 339.8830
## [875,] NA 218.98641 9836.4018 7.0646725 328.7243 386.3452
## [876,] 4.4897838 188.25194 14906.0479 8.4860302 374.2269 518.5853
## [877,] 8.0208691 175.87368 21759.3639 7.4872781 352.9831 428.6610
## [878,] 5.0900353 174.26636 34094.0572 6.7419094 376.6636 526.3611
## [879,] 6.4668747 214.33727 14848.1295 7.0549380 304.5732 304.9564
## [880,] 6.7024962 208.55378 29057.2276 7.0294911 302.7450 361.9478
## [881,] 5.7662041 179.57265 27700.1219 6.1989372 NA 536.2687
## [882,] 6.5710992 207.74103 23372.8827 6.2801952 313.8470 497.9023
## [883,] 8.5092200 200.30435 10587.3049 6.3925451 307.3990 585.2226
## [884,] 5.9539819 186.45708 32241.0796 8.4396807 347.7132 416.0910
## [885,] 5.4031965 185.64352 27509.8934 8.2575872 NA 587.3787
## [886,] 5.5969300 162.72467 23930.3745 7.4565565 NA 535.3396
## [887,] 10.6329096 198.37801 12958.7485 7.1354966 322.6232 522.0279
## [888,] 4.9168192 162.45678 22829.1232 4.0244557 360.5904 541.7723
## [889,] 7.1830959 200.36816 13501.6780 7.9820967 358.3318 617.5409
## [890,] 5.9234414 167.65860 25951.5540 6.2961032 350.3820 471.8575
## [891,] 7.3770365 175.00828 15340.9518 6.1448450 371.0105 579.4618
## [892,] 7.8334959 220.95743 28338.9815 9.3708484 316.2744 462.1424
## [893,] 4.7457644 186.30314 33153.8130 8.8404735 370.1679 296.9641
## [894,] 9.0558258 196.47590 20226.2879 5.8385943 298.8036 342.3594
## [895,] 5.4921560 176.27140 26422.0979 8.0729336 366.6448 500.9388
## [896,] 4.4875175 199.05140 36860.4689 9.7515608 338.0494 390.5669
## [897,] 7.0271857 185.32070 30988.9730 8.6004772 327.4627 326.2691
## [898,] 10.2006445 182.08060 8016.2029 5.5675006 337.7816 291.6003
## [899,] 6.7842793 140.36671 17569.5798 4.0849324 NA 374.1818
## [900,] 8.0804152 166.89170 18136.1289 6.8675530 NA 600.9372
## [901,] NA 191.34826 14017.3721 6.4907003 345.5605 423.9784
## [902,] 7.3449759 182.30694 5689.8044 6.7643500 373.8728 360.1845
## [903,] 5.9237400 200.56121 33306.0125 7.4300374 NA 399.9483
## [904,] 8.2853953 196.55207 19096.8224 7.3578573 342.9369 388.9412
## [905,] 5.9495188 160.44263 16898.8083 6.0459064 367.3285 451.0128
## [906,] NA 192.20217 34160.9251 8.9631555 363.4728 474.7817
## [907,] NA 215.99712 35971.0251 10.0305082 330.8589 558.1085
## [908,] 5.2965788 220.08083 39537.0865 9.2327661 322.4336 393.3886
## [909,] 10.2820680 198.54636 8108.2973 5.5484071 332.0179 568.0790
## [910,] 7.0168361 167.36219 18014.9957 5.9030582 362.5234 471.4844
## [911,] 6.8716072 197.51709 19557.9937 8.3113487 355.0873 379.5077
## [912,] NA 214.17233 8985.9118 7.2979727 NA 498.8039
## [913,] 8.2740691 195.80333 18091.2026 7.4221044 365.4072 369.1983
## [914,] 8.2388790 198.21341 11451.3122 5.3089896 309.3294 401.0638
## [915,] 5.7911544 190.43168 20288.2356 6.2983658 347.0410 544.8575
## [916,] 6.1533690 237.13983 22052.0346 8.0904940 306.2392 485.0985
## [917,] 7.3030519 196.95288 22053.0103 5.3926928 305.2216 451.6059
## [918,] 7.5926723 177.08084 14912.2255 6.0411437 349.2406 355.2844
## [919,] 6.7841161 189.60835 12736.8650 5.9357718 NA 480.3086
## [920,] 5.6068561 211.51310 32423.4627 6.8129433 NA 446.3864
## [921,] NA 223.44311 36290.7461 9.3800133 333.4452 373.9202
## [922,] 4.9220455 197.28721 38494.7202 9.1449533 383.2391 357.4707
## [923,] 5.7007849 185.92225 27365.1064 7.5631005 NA 359.5066
## [924,] NA 215.57846 25338.6193 5.7871909 266.1100 429.3503
## [925,] 10.6780563 168.69577 7066.3769 4.8660924 NA 327.6586
## [926,] 7.6021215 199.35317 11346.1435 6.9003796 304.9665 210.3192
## [927,] 8.8462820 188.41500 17734.9496 6.0578676 317.1505 419.3956
## [928,] 6.7516986 203.40045 26325.8177 8.3654700 341.8956 381.4404
## [929,] NA 148.10313 13597.8960 5.7331479 374.0183 357.7111
## [930,] NA 202.07986 12519.0907 7.6275238 NA 399.8834
## [931,] 5.0882132 159.96261 39125.2092 6.0556225 375.6192 400.1553
## [932,] 6.9549072 159.76640 21895.2857 4.4939001 337.2672 482.5983
## [933,] 8.9838118 204.64852 15158.7217 8.6458819 NA 416.8992
## [934,] 9.5196600 204.08095 17258.1884 6.1540726 310.7163 395.6985
## [935,] 4.7003927 195.35281 35216.5343 7.9190832 335.2794 539.4646
## [936,] 10.3861329 200.89119 17982.3873 5.8455016 338.9993 336.2797
## [937,] 5.7465292 183.47179 35633.2685 6.0663864 327.5578 354.1744
## [938,] NA 192.97038 11125.4435 4.9549232 324.7582 332.9563
## [939,] NA 248.95466 25253.0791 8.9217332 296.8210 482.8469
## [940,] 10.8112895 209.10305 11848.2283 10.1410601 349.9232 393.1864
## [941,] 8.9668360 228.69135 16764.8548 7.1378714 320.5560 456.4265
## [942,] NA 212.44997 5699.5049 6.6478399 333.0525 269.3446
## [943,] 6.8488055 204.81271 20555.5596 9.7750041 387.6864 389.6382
## [944,] 8.8617016 200.61230 15247.1280 6.0502253 313.1271 521.7741
## [945,] 4.2529850 149.93865 20497.8222 3.2711440 302.8198 427.1138
## [946,] 6.7298299 229.40778 23114.0318 9.7333561 321.1605 521.8355
## [947,] 5.9245405 186.62007 44376.1874 6.6141805 341.6378 273.4468
## [948,] 6.7838885 193.65358 13677.1064 5.1714536 323.7287 477.8547
## [949,] 7.3908967 219.33598 25574.0917 8.7604344 NA 553.0577
## [950,] 6.4701520 176.73638 30594.2807 4.3931381 324.6592 524.9098
## [951,] 6.9303915 190.18939 25780.0591 6.2593529 331.0303 481.7376
## [952,] 9.3024412 236.58079 5230.6304 8.3004022 NA 367.8976
## [953,] 7.4219976 220.38531 15772.6532 9.1576153 319.9129 463.2969
## [954,] 6.5830649 163.36160 17977.6939 6.5420880 NA 383.1245
## [955,] 6.2044294 211.64096 35439.6878 6.2368362 314.1313 552.4628
## [956,] 9.0666281 203.38412 22710.4584 5.9628369 321.5859 496.1615
## [957,] 4.7131167 209.34205 20070.5678 6.5911089 301.9655 354.1702
## [958,] 10.5813860 213.77644 11298.4501 7.6688974 300.1846 497.1691
## [959,] 7.5742612 227.98466 8672.5278 7.3353619 NA 433.6795
## [960,] 6.1387852 158.42213 20129.9788 6.8121429 352.2300 373.8436
## [961,] 5.2763235 186.38259 42063.8744 6.8629881 319.8380 312.0025
## [962,] 6.7768791 189.43881 19663.7913 8.3864035 375.4573 420.3574
## [963,] 7.2394159 211.87283 13911.8266 8.2040710 345.0440 494.4169
## [964,] 6.5522791 190.54768 15362.4524 6.9285974 356.3180 353.0637
## [965,] 8.4087662 210.79541 27662.3971 6.6342101 291.6877 555.5810
## [966,] 7.9863987 202.09394 20447.4901 5.6895185 NA 477.6688
## [967,] 7.3669153 185.04360 14151.7601 5.5843692 324.5705 336.9569
## [968,] 6.0627384 224.84118 25842.5813 9.4633907 NA 385.3916
## [969,] 7.8564711 204.78343 5619.1356 5.8167032 343.5454 432.0431
## [970,] 5.1583964 189.29579 35086.3970 6.7361180 340.8718 331.5867
## [971,] NA 197.57074 17439.4441 6.2264913 NA 406.0148
## [972,] 6.3990805 230.02793 23037.0768 10.5178485 316.0726 452.9745
## [973,] 7.3942556 207.96304 29917.8202 7.8162944 NA 392.4967
## [974,] 4.4438509 240.16790 24070.2637 9.7684065 338.0524 533.9686
## [975,] 8.2471483 175.91183 9913.9633 4.9745061 324.4333 302.2005
## [976,] 4.9021590 214.64376 28278.7893 9.9156472 337.1376 375.0364
## [977,] 6.8631362 194.58666 23610.5176 8.1934160 346.7681 439.2296
## [978,] 6.6695324 190.75116 16246.1732 6.3729751 324.3419 383.2458
## [979,] 7.5956700 207.11547 13486.1422 6.1926627 328.2096 452.4457
## [980,] 8.1630764 183.16185 20335.6765 6.0285594 333.0845 475.2965
## [981,] 8.8702783 193.36995 16854.1295 5.1801056 318.3546 355.4709
## [982,] 8.7696760 215.36874 13969.4389 7.5485434 322.7991 369.0167
## [983,] 4.7373913 215.52951 30684.2116 8.7819046 NA 313.5135
## [984,] 7.7908749 196.47871 24061.3496 6.7856852 350.1173 471.5185
## [985,] NA 238.40960 26493.0762 8.6699441 311.5537 369.2839
## [986,] 6.0873061 214.55609 11628.3367 7.2319267 NA 344.0720
## [987,] 7.6512942 200.71705 11699.1335 6.6482728 349.2554 420.8284
## [988,] 4.7714907 200.37408 48002.0846 9.1652391 340.3102 310.9278
## [989,] NA 190.63064 26913.3735 4.6491664 302.4175 509.2849
## [990,] 5.3920576 198.01717 19900.4078 7.8432256 348.9519 419.8140
## [991,] 5.4772830 165.43609 29046.0835 5.5230108 370.8931 488.7746
## [992,] 6.3641557 193.50690 22958.0100 6.6746351 NA 432.1944
## [993,] NA 226.76565 39942.9539 8.5947145 NA 538.6218
## [994,] 8.3479495 231.20310 13533.2300 7.6236036 313.6711 527.3809
## [995,] 6.6159817 194.98064 20919.0514 6.1363698 NA 383.1221
## [996,] 8.3123795 203.74455 8727.2473 7.4563023 NA 543.3930
## [997,] 6.8362249 166.74296 24293.1727 6.8612352 332.8816 390.8050
## [998,] 6.3854709 231.48846 26756.9180 8.7743567 NA 422.0677
## [999,] 6.4900372 205.54152 19397.3239 7.8942448 368.5611 479.7862
## [1000,] NA 236.35697 24873.6228 9.4106580 300.6884 479.0560
## [1001,] 6.6488492 181.68812 30733.5038 5.9612722 343.9252 257.7042
## [1002,] NA 210.97975 21174.4085 7.6188846 NA 572.7434
## [1003,] 9.3235839 212.71067 15751.1753 5.5010701 296.8485 399.7737
## [1004,] 4.5819687 186.09792 33897.0682 6.3584023 316.5528 406.3824
## [1005,] 7.8848420 229.24266 21733.8280 7.9030815 315.1900 368.7709
## [1006,] 6.1688385 238.30105 24827.5166 7.7200110 269.4902 482.6733
## [1007,] 7.2308453 177.57480 17864.6894 5.8182290 343.5933 367.6900
## [1008,] NA 235.00460 3900.9139 6.9387295 286.7651 553.4940
## [1009,] 8.6931043 184.77281 13283.7781 6.5218147 348.5548 560.9659
## [1010,] NA 194.80609 32981.2395 9.5547853 NA 286.7944
## [1011,] 4.7974602 190.31513 21280.2466 6.1885029 326.7942 357.4362
## [1012,] 9.3191764 199.33357 14294.2403 7.7849404 366.0518 338.4414
## [1013,] 7.5816876 180.74914 11989.2462 4.9773066 328.1770 617.8835
## [1014,] 5.3482137 232.66851 11797.9209 7.8162849 312.9868 371.9106
## [1015,] 5.4878764 179.20698 20162.0186 5.2114303 305.2641 510.6094
## [1016,] NA 206.57784 40710.5244 8.8136661 320.4493 468.0517
## [1017,] 8.3159591 221.27022 16123.3045 9.4758011 348.1773 501.6740
## [1018,] 8.5510777 216.41593 28909.2903 6.9367823 295.2237 510.8950
## [1019,] 6.0131610 218.84326 21573.7476 9.2958520 321.1683 444.2766
## [1020,] 5.7440675 173.85088 28391.9982 7.0173303 355.4616 336.0618
## [1021,] 5.2189897 164.79099 27007.8869 6.5925170 NA 422.2238
## [1022,] NA 240.42979 25959.6139 10.5715963 NA 446.7430
## [1023,] 7.4587077 207.78657 10513.2968 8.9206329 NA 442.3681
## [1024,] 11.0278799 228.32280 13124.1056 7.5166432 319.3540 376.2319
## [1025,] 6.7295802 242.16415 17975.5532 9.8086512 322.2351 440.8594
## [1026,] 4.1502143 174.92674 41489.6398 5.5698687 NA 425.2500
## [1027,] 7.1593983 171.81611 28954.8010 5.8170903 357.3288 530.5264
## [1028,] NA 235.41746 13927.0025 8.5514468 NA 446.4224
## [1029,] 6.2096974 169.31850 22610.7687 4.8754139 327.3799 549.2767
## [1030,] NA 178.77772 10490.8390 7.5330420 354.0576 367.7587
## [1031,] 9.6085336 231.34023 4544.8417 6.5778340 300.9223 328.9045
## [1032,] 5.3758960 153.71287 56867.8592 7.8940862 NA 493.8885
## [1033,] 8.6971222 166.45277 27752.0002 5.3509235 372.2641 393.5558
## [1034,] 7.7489285 198.84309 18939.9367 7.3758831 316.8202 368.4029
## [1035,] 7.1179177 216.11632 20067.5728 9.6056508 349.0849 331.9717
## [1036,] 8.3100290 212.69828 40936.1534 7.7033747 301.2544 365.4312
## [1037,] 5.5242965 157.14242 26220.1742 6.3445853 379.7884 475.3423
## [1038,] 10.2014258 190.79908 8918.8926 4.8998748 306.4954 331.3790
## [1039,] 5.3681258 190.93798 32619.3130 8.0988388 351.3581 435.6665
## [1040,] 8.9378024 147.91689 10562.4605 3.6942750 371.1763 480.3202
## [1041,] 8.1242078 207.50952 26489.1147 8.5408374 318.0596 431.6257
## [1042,] 7.1849731 201.07922 25234.4280 5.2166845 283.7446 384.0116
## [1043,] 5.4994893 230.30877 13902.9686 9.6195750 352.0843 442.1670
## [1044,] NA 256.67347 8904.7998 9.7113798 293.1111 324.9978
## [1045,] 5.3197691 204.20207 22390.7956 8.0535589 315.0275 399.1190
## [1046,] 6.3691116 235.34094 34456.8011 9.1709400 295.3505 357.4173
## [1047,] 6.7334938 197.56266 27430.4417 6.0350869 303.9377 397.6850
## [1048,] 6.8830154 210.50222 14298.4105 7.2436830 316.7539 570.4243
## [1049,] 8.0135164 225.15645 20375.6683 7.8373976 308.5948 382.0142
## [1050,] 8.2720551 204.22533 24196.5227 8.4484052 332.8904 500.6849
## [1051,] 8.7469860 148.39372 22174.7811 5.4591718 369.3699 407.3808
## [1052,] 8.1548409 202.31733 25620.7714 7.6516684 367.2243 597.8701
## [1053,] 9.0457205 222.18417 22829.1108 7.6098331 293.0625 558.7479
## [1054,] 8.9224096 207.52073 13291.9226 8.5605371 357.9443 468.5383
## [1055,] 5.9613016 182.10900 23926.0788 6.1887903 364.9755 567.5262
## [1056,] NA 205.43898 20113.8976 7.2483742 317.2802 558.9539
## [1057,] 8.1844100 166.63655 17944.8524 4.0389550 331.9542 363.2358
## [1058,] 7.6364541 238.93607 18136.2616 11.0865263 351.5588 514.9641
## [1059,] 7.7753856 193.07717 15704.4821 7.8811972 324.3362 301.7535
## [1060,] 7.6171489 196.60694 27080.2687 7.3827549 345.1799 329.0166
## [1061,] 6.6649346 218.77001 16477.3508 7.3250008 299.8465 412.3086
## [1062,] NA 182.16188 30646.8153 6.3251617 294.9661 404.1202
## [1063,] 8.8153580 208.33108 26780.6918 7.2239619 329.1197 430.4069
## [1064,] 7.7656356 173.18557 13736.3420 6.9841019 359.8137 355.9980
## [1065,] 6.2251520 169.74117 29533.6088 5.5749171 NA 380.1148
## [1066,] NA 223.72043 15893.6744 8.2891918 303.8507 360.4685
## [1067,] 8.5670438 160.21787 23683.1102 4.2869304 360.2863 490.5125
## [1068,] 6.9941947 216.66532 23027.3853 9.7963299 382.1530 369.4681
## [1069,] 3.3445885 156.47993 55334.7028 8.5301016 371.1478 485.6311
## [1070,] NA 198.65498 20063.4903 9.5399839 344.6185 412.9792
## [1071,] NA 192.25416 21762.6141 7.2596382 331.6497 397.2628
## [1072,] 7.7744685 216.75287 22316.3983 7.9475341 385.0434 288.0686
## [1073,] NA 172.73143 28894.4770 4.2509168 244.2851 559.6293
## [1074,] 7.2034388 168.44536 22826.4847 6.2832497 271.8920 437.3709
## [1075,] 6.1504876 240.88842 6342.5028 9.6098958 421.3432 354.3925
## [1076,] NA 225.95909 9660.6583 8.8276545 397.9242 315.7509
## [1077,] 6.7675237 203.75106 21162.7267 5.2327497 251.0624 334.9054
## [1078,] 8.0374303 148.41531 48410.4710 4.7558797 268.2119 392.9012
## [1079,] 8.1771750 210.44877 18626.1493 7.2716724 NA 455.9275
## [1080,] 6.7447991 204.08432 20215.6975 6.1252516 304.5279 544.3393
## [1081,] 7.6037754 214.68278 11459.6224 10.9999952 398.9209 321.0691
## [1082,] 8.5461456 177.84624 23349.4854 7.6520732 352.8171 413.3216
## [1083,] 5.4325121 231.35158 14970.6472 9.1807032 409.9885 448.8647
## [1084,] 7.7140894 194.73828 27336.9626 7.6313571 322.0730 347.8292
## [1085,] 8.1545315 168.09894 21361.1971 6.1988440 NA 419.1733
## [1086,] NA 190.21917 23094.8724 6.4819857 298.3562 414.8891
## [1087,] 7.8458799 193.78500 13769.8602 9.0071612 343.6208 510.3056
## [1088,] 7.1564245 197.99354 27025.2070 6.7345273 359.7105 448.4572
## [1089,] 5.6946942 240.71218 7998.6745 8.1242654 NA 477.0478
## [1090,] 6.7076856 199.28537 17435.3402 6.8099451 NA 454.7324
## [1091,] 4.7752220 231.99858 13978.1727 9.4221006 389.2196 526.0677
## [1092,] NA 200.31524 19947.4345 7.3782359 337.2315 295.7571
## [1093,] NA 205.12830 17537.9896 8.0258061 396.0919 318.5366
## [1094,] 8.5017114 193.90891 21289.1796 7.1081903 NA 393.1767
## [1095,] 7.7412451 218.23719 22824.6995 8.6964788 363.9927 521.0163
## [1096,] 4.1874908 208.37419 21809.7098 5.8461120 327.4742 264.5081
## [1097,] NA 142.14557 45141.6860 6.0306400 240.1985 369.2804
## [1098,] 7.8080122 179.79992 17037.7254 6.3783645 348.0715 590.0605
## [1099,] 5.8959490 187.15362 37118.2554 4.6007300 253.1585 531.1691
## [1100,] 7.2696523 155.15752 31161.3684 3.1811833 244.7952 506.0101
## [1101,] NA 213.04119 12036.6430 9.7947302 349.1714 284.0180
## [1102,] 9.4896010 167.88763 40032.4140 8.3492068 NA 354.7907
## [1103,] 7.4579798 183.46131 14733.4588 7.4752734 335.6680 482.6372
## [1104,] 7.9923204 230.17957 17076.6638 9.5987423 NA 522.8881
## [1105,] 7.7463431 212.27464 21670.5937 8.4581027 361.3813 457.0141
## [1106,] 8.2757956 163.35596 22013.9649 5.7428289 307.6671 351.6313
## [1107,] 6.8799595 163.59334 44586.8127 2.7417121 219.1489 554.0451
## [1108,] 6.7993755 239.05768 7986.4932 10.3656799 419.8812 373.2321
## [1109,] 8.1677677 144.90293 36185.6785 4.5455201 297.9602 605.4589
## [1110,] NA 214.65733 19692.4644 5.9473896 326.1757 385.8278
## [1111,] 4.7364046 203.27642 28698.7300 5.2713672 323.6837 508.8203
## [1112,] 5.9539239 226.93506 11930.6248 9.6772689 NA 350.9687
## [1113,] 6.5789982 198.40925 22389.3805 7.3175752 369.0971 408.1950
## [1114,] 8.7754857 157.35429 22113.3915 7.9315027 304.8078 480.7152
## [1115,] 6.8503020 167.98504 40588.4338 3.3723693 265.4311 300.4117
## [1116,] 8.7571105 185.41937 31040.8845 8.5447637 NA 408.0958
## [1117,] NA 213.00022 21687.4735 6.9010408 NA 383.7479
## [1118,] NA 178.15486 34383.5976 6.4257700 311.5269 570.3788
## [1119,] 8.0732790 191.81552 17106.4386 7.8987316 333.4776 432.8987
## [1120,] 5.0782742 185.08838 18125.6384 4.1057663 275.0556 528.1563
## [1121,] 7.4449140 203.06875 25489.0750 8.1757442 413.5604 405.4206
## [1122,] 9.4340059 158.38784 20474.8208 5.8573331 285.3951 476.8420
## [1123,] 5.9059070 223.14188 13464.4872 9.1251639 378.1083 337.8583
## [1124,] 5.8034970 193.20099 19451.7676 4.1466011 255.9767 365.4776
## [1125,] 7.6171519 182.68982 33744.1668 6.2259331 369.5530 327.2282
## [1126,] 9.0084643 148.61400 35021.7741 5.5940065 NA 387.3998
## [1127,] 5.4224458 205.26608 18542.9575 5.4919627 306.7022 382.0801
## [1128,] 9.7781818 155.93744 23335.6742 7.6661087 NA 356.5430
## [1129,] 5.2049388 232.88273 17818.3945 7.3002650 NA 404.0039
## [1130,] 4.8725609 224.70511 16960.4346 7.0780149 323.0369 354.3906
## [1131,] 7.7939148 164.95895 25506.9122 7.8680360 358.2592 398.4603
## [1132,] NA 259.14493 2808.0258 10.0870624 392.8332 354.4053
## [1133,] 7.0581826 187.94719 26608.9292 8.5563961 405.4034 462.3146
## [1134,] 7.8903543 180.15810 32160.5339 7.7734841 360.2840 344.5506
## [1135,] 7.5357002 221.79248 14829.7460 6.7011593 366.4122 583.4365
## [1136,] 7.2025344 207.82812 11889.2506 8.0157432 NA 369.0443
## [1137,] NA 188.61052 27716.3387 5.6065004 275.1822 520.5877
## [1138,] 8.7221438 151.62113 28301.5169 3.6519613 248.0948 468.3675
## [1139,] 8.3526352 134.75051 33662.3891 4.4397913 NA 397.1150
## [1140,] 6.2843858 222.68879 18526.2617 8.9802706 395.2616 517.1505
## [1141,] NA 195.55443 28415.1843 7.4897794 318.5153 494.4045
## [1142,] 9.3056605 163.92603 39498.6593 6.9146853 325.8731 345.6569
## [1143,] 4.9231789 208.40667 15990.1492 5.6481457 349.6552 404.4058
## [1144,] 6.1430185 147.47197 34865.3246 3.6844627 285.4551 475.4453
## [1145,] 5.7445042 208.07005 19457.6395 6.6939494 NA 362.0625
## [1146,] 6.6166492 201.78085 17063.1721 8.3533736 360.6123 491.7241
## [1147,] 7.6234999 170.42757 36267.2667 6.0407352 301.2191 404.5014
## [1148,] 7.8601064 182.04199 34591.6781 6.1878572 287.2238 285.2287
## [1149,] 7.3931102 205.99116 13215.7064 7.7403771 NA 537.1361
## [1150,] NA 176.77995 24793.4557 6.3943424 312.3591 377.0663
## [1151,] 5.5795171 223.61639 13289.2017 7.6986901 368.8970 375.2760
## [1152,] 4.3035746 227.00709 7323.3023 7.4905084 326.6952 412.8964
## [1153,] 7.3107157 185.81714 21989.7674 8.4375150 NA 425.5329
## [1154,] 6.4177025 185.31218 33360.1707 5.5738488 374.7139 509.8197
## [1155,] NA 181.30187 23614.7030 5.4549935 282.3116 510.9446
## [1156,] 10.7743181 163.09511 38037.3531 7.6021970 350.0002 477.7234
## [1157,] 5.0364540 190.16452 29258.7381 4.9910611 300.4759 332.3597
## [1158,] NA 204.86050 24590.1259 7.7743608 NA 440.9368
## [1159,] 10.4150440 167.42258 34535.5539 6.3548150 344.3093 491.5167
## [1160,] 8.4186067 191.86709 29313.7834 5.6058637 306.3254 546.7910
## [1161,] 7.8086411 200.71487 15694.5072 7.2195581 NA 519.8630
## [1162,] 7.5579636 156.46187 32833.4312 3.3116073 257.2766 277.2342
## [1163,] 11.2445071 169.40365 43533.6578 5.8884600 341.0296 336.4467
## [1164,] 5.7288238 197.19184 12932.5904 5.6844922 280.9321 445.0696
## [1165,] 10.4868084 185.08791 26453.0033 9.5487690 392.3463 455.7438
## [1166,] 3.7921257 218.49086 16929.2902 6.1102953 NA 410.6942
## [1167,] 5.7162514 184.22929 19393.4699 5.2991636 290.2765 502.9937
## [1168,] NA 182.31726 30430.2118 6.1512173 350.4486 479.9571
## [1169,] 5.4736034 218.51315 14608.3631 5.6213617 NA 472.7968
## [1170,] NA 178.23366 37861.4400 3.9127141 NA 535.0864
## [1171,] 6.7709269 181.81807 26880.2200 5.2158615 284.7455 475.5490
## [1172,] 6.0433601 188.66233 24856.6071 4.3710249 295.8952 355.0075
## [1173,] NA 212.48004 23572.1578 4.9767883 300.7270 449.9511
## [1174,] 6.3204278 210.31004 11682.2293 6.9684226 311.7778 375.9646
## [1175,] 9.1854175 165.64150 18073.9686 8.1083180 NA 534.6984
## [1176,] 8.6847787 161.12420 40799.3603 5.3819936 305.5338 499.2754
## [1177,] 7.9617215 224.31676 11551.2157 9.4920740 367.4660 451.8084
## [1178,] 5.4841513 196.79125 19378.3591 5.0037306 295.5910 348.3990
## [1179,] 7.1869311 177.48653 34510.7530 4.9844318 295.8342 477.9950
## [1180,] 5.4708025 213.16048 18295.3709 6.0433954 NA 317.9485
## [1181,] NA 195.01957 17382.4274 7.0368283 329.1277 383.7949
## [1182,] 9.7927278 161.05788 30249.1708 5.2143151 258.0389 413.1555
## [1183,] 3.6371706 238.94374 10102.4897 7.5321920 337.5344 509.1503
## [1184,] 7.0647891 188.39173 20567.1459 7.4432432 360.3230 656.9241
## [1185,] 6.6320316 201.66993 24161.2550 7.9645251 369.6216 346.8604
## [1186,] 5.9139567 215.49788 13086.6439 7.7847499 334.6862 283.4014
## [1187,] 9.4847033 122.90699 56351.3963 4.2197105 219.5534 480.8481
## [1188,] 8.4474045 163.94990 19583.0573 6.4331839 334.6559 547.0238
## [1189,] 7.7274211 227.84272 18767.9416 9.7169081 NA 328.8542
## [1190,] 6.8593237 179.06881 27567.3757 5.8855575 227.3485 391.5997
## [1191,] 5.8467867 212.16204 19417.7672 8.4420336 NA 393.9528
## [1192,] 6.3000018 172.35028 40682.1440 4.2428289 302.6119 485.6725
## [1193,] 6.6464699 251.83625 5516.8750 11.1431096 NA 339.2087
## [1194,] 7.3134468 158.70747 23154.0623 4.1433294 276.5502 436.5173
## [1195,] 6.5726564 192.64733 14598.9519 6.1646213 314.1401 343.8952
## [1196,] 6.0024146 196.00294 16136.4333 5.6877549 301.9809 336.9142
## [1197,] NA 212.90913 14101.8693 9.1124846 388.7878 337.1911
## [1198,] 5.9360571 222.92231 18061.6976 9.9827235 421.7220 323.4992
## [1199,] 7.5910898 195.66580 17444.6714 5.3070709 NA 517.2033
## [1200,] 6.8757462 192.02366 25422.3385 7.5713599 NA 501.6060
## [1201,] 8.0162791 211.02930 14034.4858 9.7969995 389.3388 491.0791
## [1202,] 8.7835966 199.93028 19471.4654 7.4154055 319.7370 324.9370
## [1203,] 6.9116982 179.21367 25612.1489 7.2247102 318.9879 298.5505
## [1204,] 8.7192402 181.01310 17430.9197 7.4212099 NA 289.2027
## [1205,] 5.9745832 197.10272 22543.2563 5.6626572 338.3575 410.8041
## [1206,] 4.4293787 256.21257 8746.9017 9.0103322 NA 432.1079
## [1207,] NA 134.67926 30211.8330 4.7923610 234.2856 391.8210
## [1208,] NA 221.67546 10117.0844 8.0265863 356.2116 508.2628
## [1209,] 8.2151235 155.76287 30579.3711 3.3089773 NA 344.9506
## [1210,] 7.8287401 176.72751 33337.1096 5.4387764 286.9926 290.1186
## [1211,] 7.9499648 186.78915 15171.0123 7.8332750 NA 406.6127
## [1212,] 6.1143321 178.44629 30606.2236 5.5680421 260.7710 472.2554
## [1213,] NA 226.27082 15380.1241 6.6614739 NA 392.5582
## [1214,] 7.1394283 179.23498 19862.8113 8.1119581 337.9471 364.5232
## [1215,] NA 223.51198 20134.3983 7.9777301 359.2257 477.3427
## [1216,] 7.9685259 156.45115 27008.0119 4.7165765 NA 455.8404
## [1217,] 6.6358943 194.04978 20339.0169 6.0328639 307.9549 412.5830
## [1218,] 6.3945480 193.04756 31620.1908 7.0650837 NA 515.8064
## [1219,] 6.2809782 205.12312 25972.8038 8.4178957 383.6715 456.5439
## [1220,] 7.9920270 174.55801 34585.0896 6.5873023 NA 543.9491
## [1221,] 5.0687955 211.68950 22781.3645 5.3301231 317.1039 483.4420
## [1222,] NA 164.90907 32768.2280 6.3096852 285.5610 527.1987
## [1223,] 8.1512490 205.84730 15661.9403 7.0094371 335.6228 555.5903
## [1224,] 7.5829417 185.04599 23072.7807 5.8922727 297.5058 518.0485
## [1225,] 5.3441169 198.37914 13492.8408 6.5592651 328.6488 591.3634
## [1226,] 7.8719614 219.62266 12760.4372 8.0766130 360.0867 350.8269
## [1227,] 5.3270235 233.14059 13580.6185 7.3624109 356.4203 438.5535
## [1228,] 10.5502733 185.16581 32150.9794 8.9339661 NA 566.3794
## [1229,] NA 186.17484 18085.1588 4.9512770 298.3997 347.9867
## [1230,] 7.4710267 177.23364 15736.5810 6.8783543 277.1099 401.6182
## [1231,] 7.9438825 211.81655 32071.1794 7.7692148 290.3374 353.3365
## [1232,] 2.6908312 151.78291 30204.5467 6.0530719 303.7024 377.1983
## [1233,] 9.1356943 194.81562 9496.9104 6.1859251 345.7142 562.7715
## [1234,] 5.2140092 192.64885 34184.3084 5.7833574 282.9699 380.4284
## [1235,] 8.6495349 175.42667 9898.0222 6.0484038 336.4776 410.6251
## [1236,] 7.7566790 186.68646 22440.4010 7.4626133 342.9994 320.9310
## [1237,] 7.1042952 177.57174 12691.5160 7.1709770 NA 447.0323
## [1238,] 5.3633626 179.91138 27045.9300 6.5208547 311.4674 408.9225
## [1239,] 6.5824997 200.73311 23720.4817 8.5658316 353.0081 458.3627
## [1240,] 6.8104665 209.73556 32602.3401 7.4227810 341.1743 340.0301
## [1241,] NA 191.53163 12885.5169 6.9799546 328.6002 596.7510
## [1242,] 5.5741166 193.15808 17546.4033 9.2199732 366.1974 538.5325
## [1243,] 8.5552834 216.65536 18337.4609 8.2906882 311.3258 390.9431
## [1244,] 4.4834028 172.38388 13122.2234 5.2767309 291.1991 413.5450
## [1245,] 3.7830436 157.85264 20384.7731 4.6670817 300.0487 432.4318
## [1246,] 7.1383743 184.74523 22575.1886 6.9077145 NA 504.8657
## [1247,] NA 171.59224 14784.7557 7.4045825 351.8755 366.6695
## [1248,] 7.9123610 211.37644 34808.4428 8.9133643 NA 594.8993
## [1249,] NA 193.11679 17388.9826 7.7021354 382.0607 468.9393
## [1250,] 9.1283578 184.68210 10418.1083 6.8502004 388.0687 371.4823
## [1251,] 5.2719714 193.16951 22005.4366 6.1839500 267.8256 351.4803
## [1252,] 6.4650935 241.26814 43958.6781 7.4201549 306.0204 544.6006
## [1253,] 8.2451866 199.30577 13909.4791 9.3696418 406.0476 423.7368
## [1254,] NA 196.43201 18128.9083 8.0080769 323.5521 313.3619
## [1255,] 6.7047919 176.89603 28140.7682 6.9421068 NA 455.9726
## [1256,] 6.4302548 207.57940 26855.1056 7.0879100 304.1734 418.4195
## [1257,] 7.4827913 186.09343 19621.3251 8.1718655 369.1909 475.2115
## [1258,] 5.5044523 164.50098 11950.2350 6.8009577 302.1905 537.5396
## [1259,] 7.5219206 198.35463 20139.4303 7.1776550 NA 603.0550
## [1260,] NA 164.09474 9344.6533 5.9593092 349.0194 367.3898
## [1261,] 8.5225677 208.13300 16446.3281 6.7297755 372.5038 346.3746
## [1262,] 5.6944755 193.43213 18742.9252 6.5566684 327.0024 448.7542
## [1263,] 6.9345036 176.96943 15323.4088 5.6668704 369.3418 435.9484
## [1264,] 6.1151800 226.08443 24699.5239 6.7075232 298.3293 429.7067
## [1265,] 8.5756730 197.56028 15888.6252 4.8654629 311.5574 464.7256
## [1266,] 5.6891430 181.58457 17589.2690 7.2384703 350.7821 345.5364
## [1267,] NA 199.06467 39927.7370 5.4540510 259.0099 257.9632
## [1268,] 7.2261272 213.32062 23129.7481 6.1936239 304.5628 624.2299
## [1269,] 7.1977960 168.64098 12763.2679 6.8975941 NA 566.2507
## [1270,] 3.8468143 190.99287 26895.2580 5.6295359 NA 660.2549
## [1271,] 5.8963393 178.67809 17420.0871 5.2921624 NA 473.6867
## [1272,] NA 247.45330 43846.0253 7.8657808 324.2438 334.1661
## [1273,] 8.3263499 213.87486 35477.7666 8.3641310 346.7870 569.1033
## [1274,] 6.8915617 198.54464 26240.4930 5.1538695 NA 436.9271
## [1275,] 5.5481249 217.01826 34006.7687 6.6474252 331.4029 430.2697
## [1276,] NA 175.58815 17092.2258 7.3384168 323.1541 491.7281
## [1277,] 5.3866380 206.89681 20416.6510 7.3127519 356.3843 525.1235
## [1278,] 7.2625347 212.52131 38713.1127 5.8378072 262.0950 332.4252
## [1279,] 6.2570858 180.40621 13826.2579 7.0751306 346.6275 422.6004
## [1280,] 7.0255043 205.40053 21884.5385 7.2760649 304.7322 442.4055
## [1281,] 6.5848393 196.13399 16609.9255 6.6739774 323.3724 304.7137
## [1282,] 6.5656335 159.72936 19044.6801 6.6932138 283.5147 393.6252
## [1283,] 6.6221029 196.89106 16010.5242 7.2560712 NA 264.2839
## [1284,] 7.2173928 180.19422 13579.5546 5.9931264 317.9634 421.9635
## [1285,] 5.2539074 191.98205 34793.8533 5.8174043 NA 395.7133
## [1286,] 8.1313752 177.09531 13238.0703 6.6787406 NA 450.7183
## [1287,] 6.6197755 150.71836 11388.5342 6.8075801 370.7535 431.4301
## [1288,] NA 206.31834 18752.2697 8.2024530 344.5896 510.4879
## [1289,] 6.2172553 205.64825 32911.9297 5.9460736 298.3905 414.7710
## [1290,] 5.0199848 156.97082 19272.7045 6.1847097 331.5598 341.3572
## [1291,] 6.9073796 210.27921 40290.2216 6.8747024 294.0152 340.7050
## [1292,] 6.3131147 162.33641 20849.1907 7.0864689 NA 387.9577
## [1293,] NA 179.32012 5075.2692 8.7377830 455.4512 392.3537
## [1294,] 7.2939293 180.84312 15823.3394 7.7219774 NA 457.5204
## [1295,] 6.6303638 186.76109 30939.0232 7.7034806 NA 330.8761
## [1296,] 8.0157804 180.06038 12135.7249 6.2593761 310.0687 666.6906
## [1297,] 4.2498904 168.57215 16073.6706 5.3608956 261.2677 449.0515
## [1298,] 4.2652696 199.49945 25634.5333 5.9148844 260.2612 300.5479
## [1299,] 9.2668406 203.25261 20478.7860 6.8387788 337.2996 508.2833
## [1300,] 9.6194566 210.26125 18185.0505 7.9398886 NA 387.3302
## [1301,] 7.0868773 192.38737 25524.8235 7.3540350 322.7400 548.9177
## [1302,] 3.4338741 152.48008 16318.7336 5.9730978 313.0643 412.9155
## [1303,] 8.4367590 242.48858 44896.9841 7.8630841 NA 575.9370
## [1304,] 12.2469281 217.36801 11318.1406 8.4651604 375.8948 347.6531
## [1305,] 7.3430319 198.53077 14037.0399 5.7883464 NA 479.2415
## [1306,] 4.6164389 192.57401 14982.3055 6.0800291 NA 344.1463
## [1307,] 8.3074630 229.94123 18452.6456 6.8951459 338.4837 464.9010
## [1308,] 4.9096406 157.24046 10488.7709 6.9297932 NA 311.7458
## [1309,] 7.7091064 178.81083 18610.1242 7.7344412 NA 462.2012
## [1310,] NA 173.81671 26552.9744 6.2902793 293.1703 366.7187
## [1311,] 7.8182748 179.21822 27558.5425 7.5044529 315.4475 359.0992
## [1312,] 8.2074589 189.94216 17447.9947 6.7616823 NA 449.4126
## [1313,] 6.9585341 187.74885 13457.2111 7.3635931 330.7504 350.6034
## [1314,] NA 193.92618 14936.5040 7.2034014 309.4474 447.4501
## [1315,] 4.3494400 157.51336 24352.0661 5.9677223 287.0451 432.6423
## [1316,] 6.6299850 195.70038 21495.5376 6.5464635 363.6919 335.8047
## [1317,] 8.9696974 195.74476 9049.6826 7.4670680 396.4536 378.5285
## [1318,] 6.7710503 194.63512 15719.4936 6.7463438 339.0016 441.7304
## [1319,] 6.7246393 223.17542 41552.0197 7.7446999 271.1571 463.8852
## [1320,] NA 221.39197 27979.7362 6.5723902 349.6246 355.7820
## [1321,] 6.9672708 218.79279 33933.7099 8.9771797 360.9969 438.8092
## [1322,] NA 225.97214 32617.1246 7.3806640 259.2053 355.8793
## [1323,] 7.0531167 240.85177 19500.3500 8.0511726 383.6679 377.1881
## [1324,] 7.7551542 196.78278 19024.6887 6.9118676 392.8001 338.4306
## [1325,] 8.5800086 174.50682 6493.5473 7.0407275 409.3809 403.5966
## [1326,] 6.9017102 173.15392 10323.9578 7.4368076 376.8117 538.6208
## [1327,] 7.8142502 203.38346 24470.2043 7.6314070 321.9746 516.6468
## [1328,] 5.9189535 154.77352 9712.5607 5.3262719 NA 386.2181
## [1329,] 7.0212953 225.35050 23109.8542 5.9072727 320.5360 459.8999
## [1330,] NA 189.81468 19887.7698 8.1157679 415.9279 547.0268
## [1331,] 8.1327370 206.78645 25838.1285 8.6848326 346.6118 472.2770
## [1332,] 6.0570680 184.37323 14807.2685 5.7534051 384.8220 462.0062
## [1333,] 5.3430751 211.66209 45166.9121 6.6518013 279.7675 485.9597
## [1334,] NA 152.50768 11398.7311 8.7289731 400.6696 385.3358
## [1335,] 5.7425331 182.94103 21293.8898 6.8264128 306.5431 435.2347
## [1336,] 6.5848131 182.37546 24723.1063 6.2389197 NA 414.3508
## [1337,] 8.0704771 198.86595 18266.6177 6.9023698 396.6195 376.7103
## [1338,] 6.6528243 187.94641 19155.7276 5.9496220 345.3585 433.8752
## [1339,] 5.5060615 164.49617 21543.7266 5.9839964 NA 453.8833
## [1340,] NA 214.97244 36112.1346 7.0940659 NA 414.1016
## [1341,] 6.4417665 174.78185 11306.2615 6.6857553 NA 544.3542
## [1342,] NA 194.44532 41461.3170 6.9516656 239.9119 362.5004
## [1343,] 8.2487031 201.33886 24912.8797 7.8776661 389.0888 415.6834
## [1344,] 2.5692436 201.60328 48204.1722 6.3806836 261.7200 429.7464
## [1345,] 5.6648458 186.64836 18678.9508 5.1538728 313.0835 335.5055
## [1346,] 8.9994989 234.83548 20933.5127 7.9804508 365.0610 444.0770
## [1347,] 5.5885372 171.33312 17732.2407 5.5886145 343.0416 466.4454
## [1348,] 6.2656373 159.29019 18711.0647 6.8359682 314.2231 499.6046
## [1349,] 6.9220418 201.41012 16515.8722 8.4630035 357.9352 336.0465
## [1350,] 8.0726124 210.26978 16843.3639 8.7934586 359.5162 559.1676
## [1351,] 8.8280944 196.56285 17699.6106 8.9403801 379.9143 486.8633
## [1352,] 8.6474540 183.59737 12995.8854 6.1954491 382.3579 489.7628
## [1353,] 7.4755369 215.42910 31359.3865 7.4984946 337.4624 477.2351
## [1354,] 11.5348805 183.26226 4111.7854 7.4167727 398.9553 475.2554
## [1355,] 6.4530648 178.99825 23129.4602 6.3545081 326.8532 371.8828
## [1356,] 8.1922102 172.29276 13528.5494 7.3546851 377.4557 455.0153
## [1357,] 7.2477010 210.27081 31561.9555 9.0809057 NA 558.5265
## [1358,] 7.8931320 201.43325 20526.0497 5.6287757 299.0182 303.8788
## [1359,] 6.1644495 203.01647 19231.6817 8.5512788 NA 371.1675
## [1360,] 7.9373922 170.44533 6626.3764 5.1173642 372.6253 316.0225
## [1361,] 8.2811207 227.65435 17995.4052 7.4932787 323.3800 459.8655
## [1362,] 4.9064916 173.77916 14786.1389 5.8437568 267.5611 620.3468
## [1363,] 8.1434834 182.43246 10673.5827 6.6078350 NA 427.5452
## [1364,] 5.1179135 179.70168 26215.4011 5.5029035 303.2576 369.6186
## [1365,] 6.4490700 163.44765 16906.3313 5.1522257 283.2173 397.5071
## [1366,] 5.6135626 204.56937 16615.9082 5.6189491 316.0998 341.5237
## [1367,] 5.7542130 241.60243 31871.2912 7.2993019 203.4445 495.9453
## [1368,] 6.9065750 199.63812 15201.3400 5.1365988 NA 306.0240
## [1369,] 6.3362671 228.45503 29342.7098 6.9634777 NA 398.1819
## [1370,] 8.1212537 200.35370 25412.7097 6.5476500 314.0907 411.9870
## [1371,] NA 194.16663 11275.8727 7.2665977 399.2821 427.8969
## [1372,] 8.9351159 218.39405 23774.2583 6.4148516 324.8447 413.0048
## [1373,] 6.4527808 190.32139 22034.9546 6.9146928 NA 353.8977
## [1374,] 8.4588147 225.71236 15677.9707 6.4100431 314.3314 636.2578
## [1375,] 6.9300825 210.42587 22802.0399 5.9453028 NA 473.7956
## [1376,] 6.2550700 173.84023 25456.2750 6.2331404 NA 482.0198
## [1377,] 5.6698188 203.45272 27244.6345 6.6049496 NA 361.2385
## [1378,] 7.9454075 211.80008 15938.2864 6.6364541 385.6527 392.1661
## [1379,] 7.4998442 210.98503 23707.4653 7.1485184 NA 484.8433
## [1380,] 4.6955161 198.91049 24767.1671 7.8797500 353.4847 512.8419
## [1381,] 6.7106335 203.64292 23748.1840 6.7266641 342.4414 455.9676
## [1382,] 9.5028567 175.58567 4466.2575 6.4164587 370.8519 406.3099
## [1383,] 4.4053271 169.74254 15039.7104 6.3081984 352.9177 424.2512
## [1384,] 6.8103448 166.59243 18852.1230 7.8477117 NA 294.3839
## [1385,] 6.9831331 181.11953 17503.3122 6.9316279 NA 181.4838
## [1386,] 6.9681313 205.98258 19207.3118 7.2859977 283.4786 459.1767
## [1387,] 5.7625522 184.84749 22159.0181 6.3022638 347.7752 449.4354
## [1388,] 8.3972481 199.49581 16772.2262 8.1172176 343.4038 402.4649
## [1389,] 8.8283267 189.97555 13527.9899 7.1459674 408.5912 338.5125
## [1390,] 9.3958422 162.15770 9225.7709 8.2750349 NA 451.5246
## [1391,] 7.5931769 201.06874 19214.1864 7.7101200 351.3861 451.2114
## [1392,] 5.1491333 198.33244 16795.3187 6.7080678 326.9526 303.3336
## [1393,] 4.9167405 191.46711 23425.3313 6.8575826 NA 316.4223
## [1394,] NA 202.88699 24518.5743 7.2174084 360.1541 492.3521
## [1395,] 7.3712899 180.73653 25672.3120 7.3774224 310.5675 298.0531
## [1396,] 8.2787527 200.16222 29381.9364 7.2498787 NA 456.4707
## [1397,] 10.2029715 211.96340 21708.9493 7.4918950 NA 395.1408
## [1398,] 4.5621565 189.26142 23829.7929 7.8151247 325.1674 401.5517
## [1399,] NA 205.95225 29743.8226 7.5186920 NA 430.2460
## [1400,] 5.2026720 195.32969 23051.4419 6.9595672 245.7289 473.5485
## [1401,] 9.1497339 230.56190 30468.6418 7.6676553 337.5580 539.6250
## [1402,] 7.6155570 204.86997 8403.2846 6.0123155 418.3094 311.1790
## [1403,] 7.8130676 183.69748 9812.1225 7.6076393 400.3735 539.6108
## [1404,] 7.7210327 203.35479 35800.6993 7.6833994 312.9190 424.9670
## [1405,] 9.0562447 197.66630 17403.5322 7.6889171 337.4602 414.7666
## [1406,] 8.0826571 213.75518 21689.6343 8.7717841 325.0343 508.1165
## [1407,] 5.8486671 210.44121 33095.3896 6.0958838 312.3758 482.4519
## [1408,] 8.4705460 199.48972 26559.3804 7.9043813 351.7389 491.5197
## [1409,] 9.2285816 180.94470 10345.3993 6.0569891 NA 397.0431
## [1410,] 8.1705880 208.27918 12806.8323 5.4892587 322.9240 472.0283
## [1411,] 6.3819771 211.91728 20709.2798 6.1711620 278.9493 525.0755
## [1412,] 6.9898138 221.00024 20769.5196 8.3610187 307.5232 326.5864
## [1413,] 10.3781082 200.00412 8644.8310 9.8235072 442.7614 473.8142
## [1414,] NA 182.10057 17423.4080 6.8157187 NA 495.5131
## [1415,] 3.5908224 213.70230 33431.6711 5.5423636 308.3806 465.6301
## [1416,] 7.3885185 201.05771 13921.1462 7.7664947 NA 560.7747
## [1417,] 6.9668352 158.04307 12256.6783 7.1056191 371.5174 382.4439
## [1418,] 6.7034869 182.12951 24316.8751 7.0098058 341.3340 479.5375
## [1419,] 7.1396713 183.42797 16916.4135 6.5394159 NA 363.7677
## [1420,] 6.6487930 213.95999 16388.4053 7.6565062 357.7281 372.6870
## [1421,] NA 182.05953 17869.4554 9.8329112 361.5377 359.4494
## [1422,] 7.9407132 197.04997 10762.9386 7.5158146 384.7911 406.1168
## [1423,] 8.2285638 182.19691 18132.0944 6.7120070 335.7805 569.9349
## [1424,] 8.6656921 162.35969 3802.4117 6.2815530 NA 337.9728
## [1425,] 5.0640425 214.52933 21035.1069 9.1348126 NA 471.1781
## [1426,] 7.8943228 176.31930 11697.6070 8.1981057 376.7840 383.0191
## [1427,] 7.0427939 194.04672 16733.1241 7.7019265 350.2440 504.9255
## [1428,] 8.3050640 177.17439 8451.3191 5.8071217 335.8717 361.6914
## [1429,] 8.2683076 168.68789 13181.6735 6.3832261 298.3071 294.2981
## [1430,] NA 199.57053 25305.1029 5.9567922 329.1333 287.5961
## [1431,] 7.3975624 217.93680 24502.1551 5.9190991 NA 426.0030
## [1432,] 6.3672985 183.78949 11619.7097 6.0352213 343.8280 362.7754
## [1433,] 8.4106256 185.18374 29985.2499 8.1780080 NA 489.9043
## [1434,] 7.0982455 207.53538 22671.4798 6.2845821 295.5857 297.1065
## [1435,] 7.3225021 196.10430 19534.4216 6.6611574 297.8414 418.0755
## [1436,] 5.1982250 173.11982 11178.4035 5.8934584 343.2099 390.0656
## [1437,] NA 213.47471 20626.5159 8.4420565 318.7388 337.8954
## [1438,] NA 215.75022 36776.1375 6.6690566 294.1110 489.8859
## [1439,] 6.2809051 178.70720 16950.0159 7.8661352 370.3263 388.5526
## [1440,] 6.8239301 146.13060 13467.8798 6.4232244 289.5765 412.8405
## [1441,] 6.6299935 209.15702 20487.9238 7.2789116 332.8776 524.8833
## [1442,] 10.3015713 199.60936 11278.8297 7.4648931 433.4482 461.9793
## [1443,] 6.1231939 181.31242 15135.1272 5.8240419 293.8407 391.6103
## [1444,] NA 196.13931 10540.3423 6.4594597 359.1687 400.6796
## [1445,] 6.8480335 165.81533 6068.4549 6.1321315 373.2068 442.7863
## [1446,] NA 227.08269 45166.6394 8.0759675 279.7581 472.2459
## [1447,] 6.4115258 197.68488 19505.2969 8.2623979 NA 436.0565
## [1448,] 5.1226485 195.01889 17279.5137 7.0274413 336.4660 446.7122
## [1449,] 3.4348558 185.34296 22690.2444 8.1509544 309.2177 398.3701
## [1450,] 10.8481304 236.72505 14036.1637 9.0028850 NA 564.9028
## [1451,] 8.7253934 213.61037 18862.6731 8.6701267 324.0271 396.2290
## [1452,] 10.3517425 241.67180 18588.3033 8.7843782 NA 303.6881
## [1453,] 8.1740281 192.39043 19808.5378 6.9558213 377.7002 503.5222
## [1454,] 8.0340119 197.60939 25204.6741 6.5010969 330.5522 490.8215
## [1455,] 8.2055418 188.27719 19902.8238 5.0027919 NA 331.3456
## [1456,] 7.8938185 203.29662 16853.6763 7.3344282 339.7676 398.9895
## [1457,] NA 218.40554 11370.6492 6.8668263 392.8419 284.5512
## [1458,] 5.4881355 192.50798 21715.7744 5.4540634 NA 553.2872
## [1459,] 8.1630740 162.23185 10494.5734 8.0874958 423.9520 487.3183
## [1460,] 6.8670007 184.24850 14464.1155 6.7593522 371.2838 497.7038
## [1461,] 5.8217069 220.12542 40009.7236 6.6318360 NA 493.1183
## [1462,] 7.4518888 203.20029 15825.1826 6.7542425 NA 348.9529
## [1463,] 6.8983150 228.80280 45939.6892 9.5640267 377.8135 392.3823
## [1464,] 7.5443401 180.11973 17253.3367 5.7412538 NA 575.9222
## [1465,] 4.1038679 168.28365 22207.4702 5.8500799 NA 344.8695
## [1466,] 5.3299388 196.03462 24000.5231 5.7295749 335.0923 511.7052
## [1467,] 6.9629935 206.81789 24036.5938 7.6914542 356.6326 552.2731
## [1468,] 6.8460599 177.82913 16515.6704 6.1472099 308.9017 542.9971
## [1469,] 6.2798422 175.89064 11582.5052 7.0599851 NA 430.3221
## [1470,] 6.7398497 197.37448 34702.4178 5.8696847 261.0680 390.0466
## [1471,] 5.4950354 184.43484 26744.3017 7.3565171 332.0303 459.6422
## [1472,] 7.5837703 217.28326 36343.4071 8.5327258 375.9644 393.8777
## [1473,] 5.8667027 159.43318 16298.0013 5.7847085 NA 525.2138
## [1474,] 6.3949805 220.42239 21051.2569 8.7395051 348.0478 353.3654
## [1475,] 5.8212616 204.04889 37174.0054 7.8678152 329.0196 466.7833
## [1476,] 5.5140622 212.55507 27859.7483 6.6463556 286.4748 524.5480
## [1477,] 6.7308836 192.43608 22296.0597 7.4505412 NA 326.3507
## [1478,] 5.1980676 200.46444 37200.2421 7.4010994 311.7949 573.1355
## [1479,] NA 191.01231 9626.8932 6.1793769 353.0559 271.3684
## [1480,] 7.3623312 215.63726 28263.3106 6.4789485 NA 417.6082
## [1481,] 7.0661418 207.36143 22523.4336 8.0646931 343.2939 503.2533
## [1482,] 5.4203477 232.38683 25107.2086 6.5366798 NA 473.2681
## [1483,] 7.0153326 222.11300 16351.2263 7.8388842 353.1898 420.1369
## [1484,] NA 246.23976 6974.2251 9.8124684 417.9118 355.5325
## [1485,] 6.0446718 150.67102 13593.6000 6.4562385 401.7374 392.2067
## [1486,] 6.1986503 246.47696 31369.5416 6.2189485 NA 527.0008
## [1487,] 7.6789451 178.20054 20243.0882 7.0994744 NA 363.9741
## [1488,] 8.0620661 125.70533 35381.6708 4.7401107 NA 463.4616
## [1489,] 7.2557986 200.16379 32595.1202 7.5724355 324.5515 489.2722
## [1490,] NA 239.43995 15426.9151 8.7317512 392.3122 364.9565
## [1491,] 6.7924075 306.62748 28508.2169 6.8114155 293.0783 306.1155
## [1492,] 7.3681656 204.04145 8524.8746 9.4697635 429.8143 328.5653
## [1493,] 8.8377869 195.82721 11610.2079 7.8700615 332.7590 514.9260
## [1494,] 7.1081407 148.62461 23688.2052 7.0034877 339.1127 259.9638
## [1495,] 5.2896184 194.05639 21776.1702 6.2782927 359.0997 353.7729
## [1496,] 7.1692510 162.47823 39624.0872 5.4083540 300.6951 507.0270
## [1497,] 7.6950494 153.80978 11598.6824 8.0536420 NA 297.6759
## [1498,] 8.6931499 219.17830 16559.8773 8.8770106 355.3050 545.2287
## [1499,] NA 184.78604 18113.0173 8.3190799 381.5132 530.2484
## [1500,] 6.9997645 219.14337 16078.4594 7.6521351 355.6889 282.5023
## [1501,] 6.8979227 173.39093 16616.5166 6.3529335 329.3398 337.4361
## [1502,] 6.3823146 212.83851 24259.7517 7.3605045 NA 342.5814
## [1503,] 9.9170921 196.60375 37215.2268 7.4080175 247.9349 522.5486
## [1504,] 5.6090254 271.63082 26955.3302 6.7727534 296.6516 443.8726
## [1505,] 6.2774631 225.94193 22807.3389 7.3892596 NA 328.6844
## [1506,] NA 190.26737 15255.1153 7.5976876 366.1923 418.4767
## [1507,] 7.7143127 191.69264 19789.6361 7.8565569 340.3263 377.9264
## [1508,] 6.3512865 162.21335 22337.4484 6.8679636 379.6138 337.0773
## [1509,] 7.9588714 184.82856 26845.6610 7.6737190 327.2391 389.2642
## [1510,] 6.6181866 164.25456 13776.6218 5.9254623 NA 315.1994
## [1511,] 6.0007233 161.00231 21111.6641 4.3391260 301.3072 384.7533
## [1512,] 6.3929278 159.16893 21217.1586 5.2988773 317.2568 305.2436
## [1513,] 6.9772679 223.27889 20287.3598 5.2747447 282.0857 377.0004
## [1514,] 6.3534368 218.54936 18664.8443 6.6903937 312.3930 503.4149
## [1515,] 6.0199400 140.86790 20666.4101 6.9035246 NA 428.6953
## [1516,] 7.3301969 159.80372 14884.3400 9.1945748 411.1007 404.1959
## [1517,] 9.2413388 157.92749 31598.5364 6.7780541 NA 464.0255
## [1518,] 6.5931745 176.61283 21857.8389 4.7090443 NA 310.4360
## [1519,] 6.9482654 225.23176 6874.5860 10.1169842 429.0456 386.5821
## [1520,] NA 210.73285 13671.4160 8.5461870 418.4706 352.2523
## [1521,] NA 214.72570 21093.2174 7.3664972 291.2833 539.0065
## [1522,] 5.9383212 214.46957 10815.3994 7.7955427 NA 626.1287
## [1523,] 8.2495505 230.93283 32898.7494 7.0199711 280.6750 364.9311
## [1524,] 6.9038170 258.52684 35455.7096 4.8813766 206.2472 318.6226
## [1525,] 7.6056748 210.37144 9583.7104 8.5094033 371.4717 325.6837
## [1526,] 6.5892905 108.69908 34298.1529 4.9494098 317.6102 324.5903
## [1527,] 7.5118166 174.61413 15736.8940 8.0342839 NA 303.1081
## [1528,] 7.3014447 143.43135 46718.5560 4.7687808 252.4665 446.8397
## [1529,] 6.7882916 182.03690 25661.3605 6.9398532 352.3449 419.8959
## [1530,] NA 184.04099 23727.0941 4.9644489 277.6808 382.8477
## [1531,] NA 194.76121 38119.1856 6.9981578 333.2892 436.9274
## [1532,] 6.6925317 200.40435 37033.1521 4.7270723 280.8449 376.6728
## [1533,] 6.0281011 262.80848 17150.1005 9.3783901 380.3014 514.5457
## [1534,] 6.7159406 218.06238 17180.1882 8.9159709 393.2758 349.0031
## [1535,] 7.4907867 202.45806 26551.3701 7.1207723 312.9340 306.3456
## [1536,] NA 287.37021 41325.4435 5.5172797 NA 375.7245
## [1537,] 6.3365887 106.38011 15570.1423 6.8514049 441.5877 380.4330
## [1538,] 7.3817576 203.46030 1372.0910 11.1291537 475.7375 361.3425
## [1539,] 7.2560150 196.64982 44184.2305 5.2655576 260.4256 324.2501
## [1540,] 7.0258218 147.96806 21226.6655 7.3423806 387.4029 421.0999
## [1541,] 7.6068805 183.84010 29339.9293 5.7036171 259.5347 426.9859
## [1542,] 6.9838604 202.25628 11848.7697 7.6575341 NA 486.9705
## [1543,] 6.3470200 97.28091 19743.1484 3.4026816 305.4312 502.9190
## [1544,] 7.3228284 230.34290 24682.1245 7.4255805 323.8327 349.3132
## [1545,] 6.7775064 207.05075 15228.9129 6.1824095 321.3994 523.2417
## [1546,] 8.3703650 155.55357 27193.3174 5.7914525 NA 356.5199
## [1547,] 6.6427557 168.89642 36505.5243 6.0625611 298.5525 474.0575
## [1548,] 6.2175849 203.70722 15597.6409 7.7514612 361.2478 452.9220
## [1549,] 6.6301222 192.52170 36269.7013 4.9738663 277.4993 320.4709
## [1550,] 8.0510222 171.75175 28338.6640 6.3921207 319.0051 496.9063
## [1551,] 8.4160868 208.32602 28234.9069 7.7841230 297.3305 444.5601
## [1552,] NA 166.91399 24037.5105 7.1367126 349.8853 411.4785
## [1553,] 7.9330677 204.72428 12732.8882 7.7171867 331.0872 449.6856
## [1554,] 7.9176086 181.52539 15805.6502 7.2630180 NA 291.7961
## [1555,] 8.9420460 215.67379 56488.6724 3.2314384 129.0000 541.9155
## [1556,] 7.0339454 246.62287 15428.4509 7.5707686 305.6164 516.2178
## [1557,] NA 158.20765 45243.0290 4.0648779 247.1800 399.7670
## [1558,] 7.5800488 225.08855 31749.9244 5.8847951 NA 503.9087
## [1559,] 8.4732491 129.24008 20465.5886 7.2129167 NA 590.9066
## [1560,] 6.8164169 237.26950 24170.2749 8.7060124 349.7722 477.0240
## [1561,] 6.4600335 215.44064 35775.7934 6.5025441 307.5635 365.0941
## [1562,] 6.2278268 169.92622 22550.4923 4.9735927 297.4045 460.4154
## [1563,] NA 190.56752 18589.0312 7.4703525 362.1470 471.4448
## [1564,] NA 195.54097 4142.4990 9.8927034 462.4742 435.4182
## [1565,] 5.6327316 283.99728 28315.4378 7.1446551 318.4651 425.9842
## [1566,] 6.1912414 231.32280 29778.3579 4.3810967 248.3044 488.9542
## [1567,] 7.7010328 121.57514 16978.9268 6.8124156 354.2503 368.2246
## [1568,] NA 187.04328 24634.5524 9.0818805 NA 443.8434
## [1569,] 8.8326411 199.42504 25100.1314 6.8176602 NA 453.7580
## [1570,] 5.6460833 219.34293 22455.6950 8.2837577 386.0388 401.2563
## [1571,] 7.3321040 185.41508 24412.5035 7.2538519 NA 310.2620
## [1572,] 7.8967439 197.60208 9407.6640 9.6100559 400.2746 270.7941
## [1573,] 5.6752947 228.59039 39172.3896 6.0147378 NA 330.0786
## [1574,] 6.0106176 184.55858 15940.5733 8.1652220 421.4861 314.5298
## [1575,] 7.9860185 180.79556 24712.9934 5.6878654 287.5709 434.9545
## [1576,] NA 263.85768 16670.9960 7.7582370 NA 427.8115
## [1577,] 7.1596139 167.82332 30897.9900 5.4849204 NA 437.3486
## [1578,] 7.5651981 213.42827 11246.4266 8.2086778 377.2217 341.7165
## [1579,] 6.8655685 231.44505 22585.7888 5.6763872 NA 496.6034
## [1580,] 5.7366757 180.29091 12683.4833 7.9078767 423.8763 415.0066
## [1581,] 6.1290696 198.02110 22207.4829 7.3874512 NA 464.8513
## [1582,] 5.9913711 186.72263 28702.9524 5.9222929 338.0276 430.1852
## [1583,] 9.7233772 190.89742 9076.6465 9.7520880 357.3847 443.0374
## [1584,] 7.7363128 225.06310 19496.8486 7.1583429 289.9460 433.9740
## [1585,] 6.7157995 193.16250 16006.9726 6.3691628 314.4524 316.2780
## [1586,] 7.9667626 163.92724 13354.7065 7.4769692 NA 366.3795
## [1587,] 8.2425586 155.61611 24042.1882 7.6392100 338.2939 418.2638
## [1588,] 6.5395461 215.44520 28979.7676 7.0153653 312.3355 426.0835
## [1589,] 6.7853841 216.64707 13098.8583 5.5655295 NA 343.9724
## [1590,] 7.0079746 248.90471 26136.3136 7.7737360 335.0542 403.7543
## [1591,] 7.7403839 179.30238 12477.7718 9.9896284 421.3940 471.7832
## [1592,] 7.9180871 175.33724 29565.7111 7.4321795 NA 322.5334
## [1593,] 5.7727697 186.06060 26693.7616 5.8085795 333.0734 312.8694
## [1594,] 7.5716845 173.00834 8835.5559 9.5661054 436.2941 305.8345
## [1595,] 8.7335253 203.39613 24578.4212 6.5941449 288.6785 336.8247
## [1596,] 6.9178584 200.70551 27651.6091 6.5297745 321.6965 453.6375
## [1597,] 8.5127809 157.66692 33092.6694 6.7654692 305.8556 377.6189
## [1598,] 6.5391153 218.61970 23308.2969 7.1774453 355.4438 585.1664
## [1599,] NA 228.75682 32161.8401 6.9612966 314.1433 309.6084
## [1600,] 8.2270831 274.35189 40546.9563 7.1301611 241.4469 417.6737
## [1601,] 7.2741981 156.11083 16255.9014 7.6545502 381.1805 591.8015
## [1602,] 7.1189802 160.96260 32528.1156 5.0891276 292.2879 440.3179
## [1603,] NA 163.40982 32865.5095 6.0667930 317.4675 279.6468
## [1604,] 5.9419425 249.16357 14778.0329 6.3906794 335.7961 517.5468
## [1605,] 7.2789109 135.25927 22184.5270 7.1565405 357.9098 480.1431
## [1606,] 7.4451890 150.77572 4168.1970 10.5734029 476.5397 355.5785
## [1607,] 6.4424964 183.07135 11592.4456 8.9607360 408.2427 385.0149
## [1608,] NA 190.87747 39802.5149 5.2166832 288.2315 365.1482
## [1609,] 6.9197262 194.85900 35558.7316 6.3719775 299.7867 394.8293
## [1610,] 6.4723710 164.76890 24246.5036 7.6230123 373.2128 368.0795
## [1611,] 8.2512178 167.38535 17617.8763 7.0444326 323.4000 277.4127
## [1612,] NA 191.66518 18964.0923 8.1483585 318.9924 354.1018
## [1613,] 6.7071082 211.08650 10794.7839 7.9671884 373.5719 406.1986
## [1614,] 7.2401945 154.13758 31144.7031 4.8070693 261.2133 451.0158
## [1615,] 6.5284908 184.42916 10835.2012 6.8263306 378.7757 430.4188
## [1616,] 7.0318392 175.46586 12653.9441 7.8366060 NA 571.8221
## [1617,] 7.4943911 205.19071 25058.1602 6.8816589 327.9494 313.0915
## [1618,] 6.9574336 214.38014 15007.4215 6.9971600 328.8188 468.5551
## [1619,] NA 179.40817 16589.8116 8.4058423 317.8375 327.6509
## [1620,] 6.9623246 205.18302 35229.0770 5.0887105 254.7299 360.0590
## [1621,] 6.5096216 197.75950 20122.1926 6.8627821 353.0120 472.7094
## [1622,] 8.0692979 191.00411 16654.5094 8.0382127 350.5780 418.2001
## [1623,] 7.2133754 213.76718 27377.6998 6.9153015 327.7174 457.5116
## [1624,] 6.7908382 271.60121 14348.5729 9.9233155 368.8420 610.6296
## [1625,] 6.9752092 175.42104 35701.1553 5.4942543 290.0528 401.0588
## [1626,] 7.4222253 203.32331 40148.1237 5.6023135 256.5905 401.7755
## [1627,] 6.5050658 226.41961 16982.1320 6.9384671 318.2457 484.0923
## [1628,] 6.6178623 174.28057 33245.6306 7.0221870 326.1685 479.9205
## [1629,] 6.7697693 178.33175 16980.2585 7.0516974 369.9063 299.4050
## [1630,] 6.3417512 139.95947 18058.3203 8.3613374 417.6024 347.4644
## [1631,] 7.0588661 191.54840 16473.0671 8.4357894 367.8532 462.9937
## [1632,] 7.5392874 258.49008 26999.3821 7.0020925 266.8031 352.1959
## [1633,] NA 163.16725 36525.5509 5.5129270 284.6243 522.6005
## [1634,] 7.4908077 198.96651 6873.5599 8.5343288 NA 440.4712
## [1635,] 6.0374282 227.03399 12988.7912 8.4769054 392.3805 306.3863
## [1636,] NA 158.69521 8721.2319 8.1044975 425.7103 471.0735
## [1637,] 6.7066952 232.92660 27881.5044 7.8814481 337.1110 443.2088
## [1638,] NA 156.38812 26885.8349 4.8942814 291.9187 554.2214
## [1639,] NA 186.36555 7557.0213 9.4542073 406.0381 288.3687
## [1640,] 6.7588517 218.15348 22540.7752 7.1964351 304.6806 382.5027
## [1641,] 7.4867809 151.20259 31130.2126 4.5840712 NA 351.5754
## [1642,] 6.9041214 228.96042 10836.9698 7.7925933 362.2966 513.1888
## [1643,] NA 155.26261 42617.3034 5.8294242 449.2677 456.1853
## [1644,] 7.3489371 267.65522 15818.2613 10.5746815 NA 541.7551
## [1645,] 7.8460579 224.05888 23264.1100 5.9223670 300.4026 387.9713
## [1646,] NA 229.62062 19955.7105 7.6086533 285.4327 491.8806
## [1647,] 6.1798098 248.83326 15391.5592 8.0142571 273.0869 487.6257
## [1648,] 6.7556693 209.36207 13821.5562 7.5574149 334.6195 499.0709
## [1649,] NA 213.65229 28266.7551 3.6321136 NA 483.7980
## [1650,] 7.2665988 98.45293 36490.1430 7.1388139 423.1875 502.8831
## [1651,] 8.2181711 116.06195 22465.6876 5.0004506 NA 408.3602
## [1652,] 6.9800619 164.12718 17625.4664 6.4795578 372.7483 492.7034
## [1653,] 6.3819790 235.94511 18982.9538 8.2865139 NA 511.4852
## [1654,] 6.6480055 191.84180 15176.2907 5.6616626 NA 471.0471
## [1655,] 5.8999366 205.91379 30379.3594 9.4461480 312.2832 512.3365
## [1656,] 7.2609044 189.07796 21391.1625 6.5768662 356.6222 390.2853
## [1657,] 5.5759206 223.37401 14553.1323 9.6891754 234.6098 252.9683
## [1658,] 5.4674013 197.02893 12883.1635 9.2648831 347.4213 355.1757
## [1659,] 6.0900161 216.73623 12558.8980 9.2972996 317.9832 409.4272
## [1660,] 8.2054471 145.79732 17981.2548 6.5804602 359.3926 420.3942
## [1661,] 7.6705059 123.33664 33843.6194 5.2163687 390.7458 462.9676
## [1662,] 6.7910972 209.12816 20149.1797 5.8039999 288.3569 291.3042
## [1663,] 6.0067695 226.87410 20279.7010 8.1664163 225.5166 275.9866
## [1664,] NA 204.38479 32951.3164 5.9952768 324.5052 339.6419
## [1665,] 6.3363428 214.07198 14619.6273 6.5844142 315.9968 370.7956
## [1666,] 7.4732354 223.26494 19932.5852 5.7701068 317.7089 590.3251
## [1667,] NA 214.19308 21671.2783 8.2729398 NA 473.4154
## [1668,] 7.3801048 237.92264 16862.5435 7.1018169 306.1829 478.6545
## [1669,] 10.0676330 144.61396 39716.1318 4.5033659 390.9103 415.0508
## [1670,] 5.9159443 274.26362 6967.7356 10.0694345 247.6457 321.2368
## [1671,] NA 171.69502 38971.0510 8.3655785 385.9537 397.4417
## [1672,] 6.1248473 151.69136 15092.0176 6.6107879 382.3190 388.1375
## [1673,] NA 137.25343 20593.9337 3.9611107 393.6846 520.4105
## [1674,] 7.8764951 250.89662 15741.0816 8.0757381 NA 391.2588
## [1675,] 6.0210513 178.22368 18966.3630 10.2135746 NA 400.5663
## [1676,] NA 193.16761 20894.4005 7.3315684 359.4265 417.4248
## [1677,] NA 166.69669 14807.4136 6.8018608 269.7076 536.3370
## [1678,] 6.5854502 166.96596 30210.2504 9.5082987 340.2458 430.0786
## [1679,] 6.3426712 157.04613 21079.6062 7.2750778 318.8534 351.0243
## [1680,] 6.6329903 238.32475 12829.0928 7.3473606 331.3019 451.7344
## [1681,] 5.4007001 197.91899 9968.9627 7.8789978 NA 503.8964
## [1682,] 7.4601478 221.34321 25480.9184 6.9269432 NA 438.6196
## [1683,] 6.7098220 148.25319 20922.1545 4.6335738 NA 400.3428
## [1684,] 8.0548933 239.13978 28545.3554 5.0968938 NA 574.4028
## [1685,] 5.3651924 238.29121 16262.9392 7.5079310 255.5447 393.5339
## [1686,] 6.9203890 252.35280 11086.2599 9.9933757 285.7448 368.6291
## [1687,] 7.0254565 184.48443 31659.9627 5.2320196 NA 559.0029
## [1688,] 7.9742484 173.75078 26848.6298 6.0555337 337.9405 347.7481
## [1689,] 8.0310552 222.62842 18134.8350 8.7545130 314.4716 452.9703
## [1690,] 7.6140568 213.69117 17598.2004 8.1313194 NA 384.0873
## [1691,] 7.6435784 209.86084 21885.5038 9.5292278 NA 337.6322
## [1692,] 7.7313150 169.04968 38356.2265 6.0284543 297.3294 525.8794
## [1693,] 6.2684028 154.68190 23050.3313 6.8329383 290.7032 421.2202
## [1694,] 7.3699116 155.64481 19283.4021 5.4350247 399.9408 391.3242
## [1695,] NA 241.18068 25696.3209 5.6945566 333.9020 386.2984
## [1696,] 6.3203753 165.82155 20481.6421 7.6059583 354.2890 422.3410
## [1697,] 7.2900886 205.21311 26115.6163 5.1378906 357.7941 402.8748
## [1698,] 6.3565111 164.61819 17538.5412 8.3451924 345.1450 430.9595
## [1699,] 7.9740650 160.22418 29477.7644 2.4560136 324.0556 371.2120
## [1700,] 4.9435084 267.53303 11870.4249 8.8778686 NA 417.4125
## [1701,] 7.7003623 220.57180 29432.2083 6.3562936 322.7503 444.9576
## [1702,] 6.0546072 228.19803 10215.8124 5.9839742 306.7969 441.4985
## [1703,] 4.2214207 120.56013 34370.1971 7.9608878 411.5808 436.7746
## [1704,] 8.5458903 255.32487 31056.5788 3.6197790 NA 426.8834
## [1705,] 7.7521762 182.06470 13655.6807 6.8172472 337.7538 328.2173
## [1706,] 5.5881298 220.81752 8730.3124 8.3218968 300.2204 412.7086
## [1707,] 8.6498686 178.58875 18503.7665 7.2408198 356.2631 329.5042
## [1708,] 7.8992565 187.70065 32210.8163 4.9967631 320.5324 400.1498
## [1709,] 5.9522680 136.89053 28105.9649 7.3309576 389.8097 423.9640
## [1710,] 8.0401876 201.80922 11861.5509 7.2003098 300.3984 420.5492
## [1711,] 4.3132192 191.11934 12770.8318 8.2315745 284.9459 499.8548
## [1712,] 6.7070169 209.77881 14794.4114 7.8092915 NA 553.6445
## [1713,] 5.8535606 186.80775 19790.8569 6.6157807 NA 489.7969
## [1714,] 8.8174028 175.75497 23173.3195 6.7308609 367.1542 552.0745
## [1715,] NA 171.43498 39207.5892 4.7105100 354.4446 381.6854
## [1716,] NA 193.57716 19671.3512 7.5688966 342.6734 322.7357
## [1717,] 7.4764085 246.18472 27109.8956 9.7919608 341.1636 339.7300
## [1718,] 7.6914863 155.18532 36578.2237 7.6907277 405.1694 536.8896
## [1719,] 7.3673719 176.33521 16663.6025 8.0627827 NA 354.7649
## [1720,] 8.9279059 188.05442 22139.8788 4.2527214 376.3346 438.5156
## [1721,] 5.6212273 221.64944 11123.8862 8.8094331 314.8713 326.3509
## [1722,] 6.4506449 201.59667 27682.5074 5.6551389 316.1059 573.0338
## [1723,] 7.5665171 205.39658 30823.7305 7.8166360 354.1760 395.2973
## [1724,] 6.1156375 240.97516 15765.7867 10.0883449 339.4024 407.3195
## [1725,] 7.5952287 188.37328 32869.4744 6.7455884 365.2087 326.6271
## [1726,] NA 279.23242 11380.2986 8.5861006 314.1626 467.6281
## [1727,] 7.1312219 165.90902 18969.8249 7.6903626 NA 510.9823
## [1728,] 7.3997247 258.01995 18535.0465 5.4971592 339.8390 354.6673
## [1729,] 7.0024799 168.95259 20518.5554 10.1359869 NA 457.6468
## [1730,] 5.3453454 238.51023 10315.3540 7.8226007 281.7717 496.3509
## [1731,] 6.1859512 174.79612 22198.9294 7.6084955 NA 479.0918
## [1732,] 6.0700910 161.53027 26764.4944 6.2415265 NA 485.8663
## [1733,] 7.0955693 196.73493 30235.1708 5.9849012 308.2037 453.9548
## [1734,] NA 189.76165 16737.1082 7.0314237 NA 410.4797
## [1735,] 3.9285565 191.66600 17328.1615 7.6924172 306.4796 406.0856
## [1736,] 6.3529731 244.84672 13858.7039 9.1794419 NA 403.5605
## [1737,] 5.9991252 219.71611 19345.7913 6.0296415 264.2851 497.4772
## [1738,] 8.8995884 208.10655 17915.0860 4.7935745 334.5718 381.1594
## [1739,] 7.3753376 194.86808 28767.7574 5.0741458 349.9852 495.0371
## [1740,] 8.9793229 184.30922 24967.3230 6.2645843 335.2169 485.5832
## [1741,] 8.5323775 216.45411 30268.4213 6.2989698 330.9785 436.1650
## [1742,] 7.2135375 176.64006 34727.4086 5.1622780 287.7069 332.1995
## [1743,] NA 184.66689 14368.1282 8.1299117 334.7534 472.3300
## [1744,] 8.8955745 107.38333 27622.7463 6.1633197 460.1071 444.9296
## [1745,] 6.5827642 219.18481 21961.5269 6.9879778 348.9000 341.2099
## [1746,] NA 204.24057 14665.4048 8.5813197 360.3888 359.6222
## [1747,] NA 160.59576 49125.3601 6.3443900 409.5020 327.9246
## [1748,] 5.9865939 275.88651 21229.0833 8.9404299 NA 354.1119
## [1749,] 6.8412211 166.67695 28263.8037 7.1157147 318.7902 532.1847
## [1750,] NA 157.82735 21716.4237 5.4063940 NA 478.9990
## [1751,] 7.1461172 181.43442 33266.5716 8.3817377 373.1971 485.1092
## [1752,] NA 237.70568 21862.7536 8.9614251 318.1727 434.3883
## [1753,] 7.5075753 172.50402 18328.6959 6.9077361 351.4186 377.0751
## [1754,] 7.9971758 214.81963 20575.5732 6.1913992 312.0081 513.5404
## [1755,] 5.1743460 234.32857 11746.6075 6.9612654 314.9868 407.1023
## [1756,] NA 191.15048 23172.2815 7.1321537 290.7092 365.1406
## [1757,] 6.4790926 180.95867 28165.8726 7.1600840 371.4054 370.2898
## [1758,] 7.8115124 258.89160 20911.9047 6.3617563 289.1422 421.1330
## [1759,] 7.4372167 242.72997 20185.5872 6.1216622 306.1693 413.6560
## [1760,] 7.9538781 178.06655 18677.2792 5.6995400 368.2177 356.2943
## [1761,] 6.3965699 243.72471 12278.9853 6.7945514 NA 489.4493
## [1762,] NA 208.36705 22444.0901 5.4042483 338.0637 540.8995
## [1763,] 8.0581360 191.27793 29298.3595 6.1291726 356.6453 278.5026
## [1764,] NA 149.83890 20283.7836 10.0058708 383.1131 355.1849
## [1765,] NA 220.98516 26492.7162 4.9497874 NA 388.9690
## [1766,] 9.4972612 124.48281 33681.3301 4.8146560 427.1845 530.2170
## [1767,] 7.9847107 121.06736 40709.7817 5.7968413 445.3595 338.5100
## [1768,] 6.2611106 270.46617 8572.4215 9.9220762 286.3276 490.9427
## [1769,] 6.9578027 219.23995 20215.6328 7.0540932 306.6474 431.3707
## [1770,] 9.6631590 131.71190 24387.9681 4.2341430 NA 428.9064
## [1771,] 6.7327137 197.76697 33820.6458 7.3967641 353.1763 321.3645
## [1772,] 4.8860571 272.92039 15496.6117 6.9851791 266.5622 569.5813
## [1773,] 9.6102203 156.92955 33954.4355 4.6390275 NA 485.3792
## [1774,] 8.5185318 128.26347 32018.2896 6.0587402 458.4411 554.1390
## [1775,] 6.9507865 201.80549 21709.6477 6.1207711 352.3038 417.1844
## [1776,] 6.0230227 170.73229 10925.3601 8.2009726 305.7965 508.8511
## [1777,] 9.0114804 167.91892 34865.3577 3.1395527 400.6918 385.4096
## [1778,] 7.9467679 277.11695 24244.1120 7.5611758 273.3843 306.8374
## [1779,] 7.7096174 189.80291 32910.5252 5.7580555 367.7619 397.8456
## [1780,] 6.0816154 209.05968 10120.1127 9.4067735 NA 410.5091
## [1781,] 8.1461858 191.38241 20506.6984 5.4769487 NA 445.9312
## [1782,] 8.1418611 210.37656 25433.4650 8.3908119 385.2367 321.8675
## [1783,] 7.7033568 211.34469 12861.9465 9.2453058 347.6308 598.6629
## [1784,] NA 149.04285 27687.7376 8.6607113 284.9458 288.5177
## [1785,] 9.2528565 168.04075 50279.2624 5.9050558 415.4508 400.0036
## [1786,] 6.0476515 177.44426 28633.8464 8.1743845 NA 386.6612
## [1787,] 6.1528578 171.12529 24978.4832 8.2164859 323.8244 406.0944
## [1788,] 9.0749229 184.91505 21633.7217 7.4273806 394.1965 339.3553
## [1789,] 7.4365372 167.32847 31935.6907 7.8963646 NA 398.5742
## [1790,] NA 259.67104 11949.5979 9.4354460 279.0010 469.2876
## [1791,] 7.1300992 275.67978 9480.6178 8.4159483 295.6188 383.4551
## [1792,] 6.7921255 165.79429 17782.6044 4.9706012 307.7527 370.6006
## [1793,] NA 230.43076 14916.9861 9.6185165 NA 379.1728
## [1794,] 8.8856263 171.83978 19113.0119 6.5032973 404.1043 399.6726
## [1795,] 9.4753163 149.55809 32568.1535 5.3338600 NA 436.2031
## [1796,] NA 168.96303 21030.2345 5.5640025 404.3431 440.9521
## [1797,] 7.1831087 225.11608 5097.8258 6.0816641 361.6314 294.9912
## [1798,] 6.1574431 155.83571 25937.7114 8.1631439 298.1924 533.2884
## [1799,] 6.4678683 236.69465 7656.4132 9.8409486 214.4608 356.3478
## [1800,] NA 162.93537 24916.6256 6.3744957 388.3127 494.2888
## [1801,] 7.4881335 177.35305 24786.0505 8.6133037 369.2107 387.8681
## [1802,] 7.3235451 184.13607 21044.2027 6.8429472 327.2612 379.4925
## [1803,] NA 253.66204 13568.2712 9.2286029 256.0895 554.5737
## [1804,] 6.5307961 138.00767 19174.5933 7.3479515 NA 490.6441
## [1805,] 6.9314704 156.84119 35793.7578 7.2863358 384.6548 398.6479
## [1806,] 7.7746452 194.73386 13829.9391 5.6031204 NA 321.9057
## [1807,] 8.1075001 173.66468 27277.5800 6.6436201 354.0373 330.2115
## [1808,] 6.3068645 220.96998 22418.9082 7.1533636 283.9760 350.9092
## [1809,] NA 165.73795 22900.1183 5.7356892 379.3749 473.8049
## [1810,] 6.6096803 216.42803 17963.8668 7.7253140 346.2853 466.1030
## [1811,] 6.6322059 232.73855 9809.9040 8.3367779 302.3258 458.3668
## [1812,] NA 247.16402 18939.6165 7.0863747 305.0400 419.4531
## [1813,] 5.7167557 197.10421 12641.5278 8.7020614 287.0126 345.0839
## [1814,] 7.7404539 182.54107 19713.5044 8.8543861 382.3416 489.0470
## [1815,] 6.2772774 148.18601 22916.5722 5.0356332 NA 474.6180
## [1816,] 8.0063733 116.72512 45041.1491 5.1652924 NA 367.6890
## [1817,] 6.5130166 185.33854 26262.5455 6.7421502 289.0143 410.1013
## [1818,] 6.2341977 227.56087 22195.2104 9.4555984 NA 351.1801
## [1819,] 7.2771440 194.88086 18270.1051 6.1219313 344.8798 402.6646
## [1820,] 6.0445130 211.57738 30191.6925 7.7142916 329.1670 431.0964
## [1821,] 6.6430265 205.23312 20511.3692 5.9081110 313.3538 455.6933
## [1822,] 5.1504565 186.56085 18655.5419 7.0243065 NA 379.5379
## [1823,] 6.1105452 166.63731 21319.7944 7.6812446 311.2536 340.6306
## [1824,] 7.8311177 182.47388 19130.9615 6.8030615 340.2759 433.4604
## [1825,] 6.9807272 200.46723 30862.7845 6.1962763 391.6669 422.4896
## [1826,] 8.5527824 217.80332 39030.6037 6.9867052 373.7462 340.5662
## [1827,] 6.4493794 275.74672 8607.6125 7.7016304 272.1976 384.3807
## [1828,] 7.3920840 173.52878 20185.6762 9.1209314 384.1172 310.0749
## [1829,] 8.3607958 218.13962 28722.1758 5.5367052 310.2866 471.5536
## [1830,] 7.6198451 113.50470 37279.1289 6.3600702 377.8752 285.3499
## [1831,] 5.4045107 258.90349 10168.1765 9.6481971 248.7120 396.9112
## [1832,] 7.0793035 137.00736 24282.1548 5.7056928 433.6339 342.7253
## [1833,] NA 233.84662 32496.6402 6.6373844 347.9864 424.6498
## [1834,] 7.1617149 238.33358 13680.7641 9.2741195 284.4078 478.7670
## [1835,] 6.8549469 149.85349 16203.0907 5.7348036 375.7187 350.3447
## [1836,] 7.3095564 244.83977 22277.6260 7.7155718 369.0388 477.2354
## [1837,] 9.3134659 133.14175 41982.6107 6.6280372 417.2454 267.8017
## [1838,] NA 216.27162 26964.3172 6.3835483 418.4942 573.1596
## [1839,] NA 250.62347 30797.5200 6.3814520 NA 338.8142
## [1840,] 6.1879381 249.52711 12682.1509 6.2532241 263.2684 274.7647
## [1841,] NA 240.98419 11429.2012 5.5159774 267.6808 323.1575
## [1842,] 7.9653373 151.54189 25274.6103 7.1060435 352.3162 527.6882
## [1843,] 9.2643909 160.42869 19607.7549 3.9887489 416.6984 427.7938
## [1844,] 7.7540444 193.44985 19019.2795 8.1070669 377.9900 597.4860
## [1845,] 9.3938917 252.73925 13150.2075 7.1665923 NA 368.8346
## [1846,] 8.1760796 201.55370 21856.9886 5.2410474 320.2601 464.8033
## [1847,] 8.3376962 168.46918 30969.0476 5.4521618 NA 302.4223
## [1848,] NA 207.42689 11963.3237 7.6645457 325.6330 502.0530
## [1849,] 7.1910249 151.30667 23781.3287 9.2144091 403.7884 465.1268
## [1850,] 8.6136986 235.94444 20862.4559 7.6225648 378.7587 418.6975
## [1851,] 7.7930392 257.65774 17398.3858 8.2712457 251.3839 439.7016
## [1852,] 3.8788794 177.71284 21937.4716 7.3697686 299.2416 447.3038
## [1853,] NA 164.31710 25236.7013 4.3652382 350.5843 413.6922
## [1854,] 3.9782846 160.81847 14433.7805 8.4108922 311.2953 414.3282
## [1855,] 5.9640654 241.03090 22168.3316 6.2081178 NA 486.5169
## [1856,] 7.5320586 185.50656 24454.7259 5.7911025 NA 393.9719
## [1857,] 7.2335384 231.56083 16621.4948 6.0730409 NA 475.8216
## [1858,] NA 202.81114 11900.0552 8.9480877 367.5335 379.5646
## [1859,] NA 115.39298 46077.3585 5.2893067 437.5923 422.0174
## [1860,] 7.4807281 117.05731 28357.9428 4.7028209 414.8558 472.0593
## [1861,] 4.4770917 236.28249 26843.4704 4.8426583 207.8905 456.9798
## [1862,] NA 207.39110 25110.0376 6.3297911 345.5926 420.2191
## [1863,] NA 162.26369 28790.5477 7.6212341 377.7194 364.2736
## [1864,] 6.3140775 124.84799 31114.6357 5.7139404 NA 396.6730
## [1865,] NA 233.69384 17317.6873 8.9465042 264.9160 311.9742
## [1866,] 8.8226104 216.43258 27109.2397 7.3221628 NA 384.0185
## [1867,] 6.9226524 185.81899 14682.6658 9.8868313 341.0664 560.7877
## [1868,] NA 169.67353 25541.1528 5.4572992 393.2647 359.7781
## [1869,] 6.9045369 110.86579 32981.2584 2.6212676 368.3870 417.2494
## [1870,] 6.5480176 176.00654 38368.0126 7.4150539 278.0933 291.1215
## [1871,] 6.5810828 217.53850 24480.6718 5.8371518 310.6329 476.4587
## [1872,] 7.8646497 218.15311 23045.7262 7.4320109 349.9229 414.3651
## [1873,] 6.1369072 151.78432 20561.6947 8.4878560 384.1561 363.6185
## [1874,] 6.9470285 168.87954 17540.0302 6.4094763 387.2999 372.0228
## [1875,] 6.2033225 214.85011 29426.4738 8.0348682 369.7267 319.7667
## [1876,] NA 240.13457 38097.3298 5.4004973 NA 359.5763
## [1877,] 8.3731709 179.52141 22022.6262 5.2150423 339.4922 396.6967
## [1878,] NA 205.30415 12190.1716 7.0448330 313.4117 374.5232
## [1879,] 5.9212471 200.94373 17397.4029 6.7562000 279.2023 380.4998
## [1880,] 8.8298062 216.12214 17732.9147 7.8563118 377.2538 301.8960
## [1881,] NA 187.61344 13427.0686 7.3175697 NA 507.5675
## [1882,] 6.8322174 164.27439 14015.0448 6.0559850 281.6780 389.9781
## [1883,] 9.2813026 215.90762 36622.2286 3.9034962 NA 383.2600
## [1884,] 7.4562508 226.53829 9163.2944 5.7262236 NA 417.1252
## [1885,] 7.0882510 172.68930 25399.1090 6.9412167 355.2531 298.6718
## [1886,] 5.6486285 167.03010 14547.8855 7.7353478 NA 347.7923
## [1887,] 4.2939612 192.36074 24600.7607 8.2616352 261.3570 475.8764
## [1888,] 9.6780509 188.36874 26402.7040 4.0741412 395.9042 325.0011
## [1889,] 8.6627095 173.53195 20333.0795 5.6363884 439.7879 459.6331
## [1890,] 5.8973911 172.03439 30575.3571 8.6496147 393.5549 426.5058
## [1891,] 9.4942426 274.82837 21879.7042 5.2657183 364.6826 581.0782
## [1892,] NA 173.47419 18318.7204 7.5976536 282.5981 407.6430
## [1893,] 7.0801931 185.82573 39431.1127 8.8063927 286.2239 355.9376
## [1894,] 7.5598523 244.29456 29567.6989 8.6478795 NA 278.4756
## [1895,] 7.0403950 199.07922 22505.5186 7.9535723 NA 531.4767
## [1896,] 8.0530437 211.78324 37086.5461 8.2675368 251.4435 512.8990
## [1897,] 7.0443753 229.60317 12575.2796 7.8377780 390.4677 558.1766
## [1898,] 6.3098916 133.64992 31062.3719 6.9756020 252.1089 381.0588
## [1899,] 6.2035728 139.12908 6698.2391 3.8768127 NA 601.5262
## [1900,] 6.8794050 214.73189 20509.3320 9.0352504 321.3833 306.7843
## [1901,] 7.7548844 210.72077 18857.0585 5.6937519 376.4846 375.6727
## [1902,] 7.9166697 201.45581 39431.2526 7.5254410 276.2069 432.5900
## [1903,] 6.4053925 183.86725 20526.3068 8.4502724 366.1766 548.6377
## [1904,] 7.7959578 239.27825 27849.1421 6.4759944 356.1707 484.1048
## [1905,] 6.9639794 180.40151 12878.1764 6.4240985 NA 358.5165
## [1906,] 6.9678614 183.93348 13401.0444 6.4576866 371.7884 433.2394
## [1907,] 6.6227914 195.86712 13900.7165 6.3635375 387.3569 310.8511
## [1908,] 7.3699886 236.47672 18998.3468 7.4044345 359.9306 357.0662
## [1909,] NA 134.31116 8076.8223 5.3221120 NA 599.6145
## [1910,] 6.9448684 198.47644 16904.2011 6.3414070 299.5217 470.5998
## [1911,] 5.2848101 148.86276 11130.2114 6.8204690 335.6604 485.8054
## [1912,] 6.8514426 197.33956 15349.1426 7.4464117 NA 373.5499
## [1913,] 7.7601894 206.20883 34250.1639 7.9303819 299.1316 347.1808
## [1914,] 7.2805604 228.53954 29690.9172 7.8710252 322.2697 392.5326
## [1915,] 6.8342599 182.45446 21670.5699 6.4076479 325.9504 397.3375
## [1916,] 6.7289751 187.20271 26376.0623 8.4576616 337.8619 488.9764
## [1917,] 8.0164184 255.25949 30854.8305 8.7619163 NA 442.4995
## [1918,] 6.8649167 170.82779 20464.7727 7.0740629 365.9413 400.9653
## [1919,] 5.8089755 157.55224 7965.2079 6.6801883 262.9958 377.6973
## [1920,] 8.4587970 241.76834 29317.1424 5.7832755 313.8855 328.5794
## [1921,] 6.9873353 224.03442 13505.0331 5.8711799 NA 479.8255
## [1922,] 7.2887367 233.97781 31617.0754 8.5338883 331.8382 490.0471
## [1923,] 8.1163503 224.76351 16514.6081 5.2906910 NA 416.5966
## [1924,] 7.4639160 215.47907 27150.3954 7.7829153 382.9587 403.7035
## [1925,] 7.5123612 224.47165 17895.5566 8.6350308 NA 472.3421
## [1926,] 6.4151085 192.42797 19310.0620 6.8453005 NA 529.7303
## [1927,] 7.0599402 178.80538 39484.6389 8.5911131 281.3862 520.2729
## [1928,] NA 179.75671 25703.1552 7.2873102 NA 311.0931
## [1929,] 7.4251022 204.48628 18608.9409 7.4344927 318.1833 338.9353
## [1930,] 6.7426224 209.21734 15488.9567 7.4523618 351.0522 408.8536
## [1931,] 7.6829234 217.78893 31150.5134 8.0216678 NA 594.7025
## [1932,] 7.0416654 178.28575 25419.7695 6.7727508 316.4339 388.3393
## [1933,] 7.1852764 212.48317 25645.0672 8.1425128 352.8692 435.2830
## [1934,] 6.5972924 191.78744 25039.3547 7.2945774 395.7395 501.5327
## [1935,] 6.9088531 184.94423 16965.3141 6.4043540 351.3453 434.3502
## [1936,] NA 169.77548 37273.4292 8.0278299 240.8976 454.5438
## [1937,] NA 165.89297 11566.8755 8.3261549 NA 369.2898
## [1938,] 6.2819039 160.30669 17095.2701 6.7305770 305.0940 424.4462
## [1939,] 7.0367521 210.36910 13812.4104 8.3782822 342.4984 489.5451
## [1940,] 7.3629129 180.86780 20430.9067 6.6647864 NA 437.3895
## [1941,] 7.3690871 198.20408 28232.0184 8.8997116 289.5997 424.4543
## [1942,] 7.7081100 188.99785 15456.2201 5.0479159 322.7546 523.0527
## [1943,] 6.5041128 171.72256 20852.7645 7.7049899 282.1055 359.4610
## [1944,] 8.1859234 240.97910 23641.4720 6.6114486 318.6890 410.1582
## [1945,] 6.1491852 150.56359 20596.3912 6.9069107 NA 431.6513
## [1946,] 7.0804458 196.65895 36966.8533 8.9867843 294.3157 530.0529
## [1947,] 6.6284273 215.24553 18059.3309 6.9317867 NA 374.4551
## [1948,] 4.7046985 160.21182 5128.4576 8.2830689 357.7311 344.6937
## [1949,] 7.9769009 234.77938 15360.8351 5.7360269 377.1781 613.6335
## [1950,] 6.8096445 179.71952 35001.1448 8.6819835 NA 360.9328
## [1951,] NA 177.68536 20325.7021 5.8495698 353.6268 279.6649
## [1952,] 6.9676967 177.05589 22886.9657 6.4309348 315.2829 507.7901
## [1953,] 6.4445552 166.63518 24855.8300 9.4923613 287.4124 479.4794
## [1954,] 6.2777425 149.56328 15751.4491 8.2577511 317.5014 605.3984
## [1955,] NA 166.92298 21190.1549 6.5899805 285.8994 410.6883
## [1956,] 9.0143567 225.36752 49009.9247 6.0026530 296.6309 445.7688
## [1957,] 7.7816638 216.78288 35055.6165 7.7842033 306.6433 447.1671
## [1958,] 6.0843601 155.27143 27310.0608 7.8171292 NA 436.9889
## [1959,] 7.1547359 198.14733 32680.9780 8.9726612 283.1085 531.6026
## [1960,] 6.7488115 166.39092 22475.0930 8.8954217 317.6203 527.4596
## [1961,] 8.1282701 231.16754 19954.5756 5.1388385 349.0674 386.0711
## [1962,] NA 205.23519 22613.2975 6.4858096 266.6394 313.0096
## [1963,] 6.3356831 164.07037 26594.3521 7.3812561 338.4295 607.1026
## [1964,] 5.9404759 175.63773 17177.0710 10.4108353 307.9976 402.8873
## [1965,] 7.6148776 246.03086 33347.9711 8.2225333 345.8088 445.7669
## [1966,] 6.7182494 197.61749 21043.6269 6.6306745 337.0388 641.5258
## [1967,] 6.8663565 185.63149 13979.3818 7.0434246 375.4340 462.5351
## [1968,] NA 142.27741 21208.6183 9.5026854 NA 429.6902
## [1969,] 7.5538446 212.26444 14319.4014 5.7930119 362.8527 450.5359
## [1970,] 7.3666720 234.20064 15547.1866 7.8514002 364.1057 393.2539
## [1971,] 6.5677596 187.66638 20156.5786 7.2985104 NA 390.4269
## [1972,] 6.3336400 185.43634 18506.2886 6.5726818 356.9710 366.8131
## [1973,] 5.8924132 139.36225 11006.0485 5.3119904 339.3279 446.4944
## [1974,] 7.9180392 197.35759 22899.0629 8.2839554 295.3511 358.0974
## [1975,] 6.5491250 194.27686 7412.7981 5.8369804 354.8212 361.0372
## [1976,] 6.8047961 223.99570 17196.0547 7.1126225 374.3091 344.7183
## [1977,] NA 203.05431 20106.1068 8.6823296 351.3357 346.0305
## [1978,] 7.1761709 206.29490 25794.9502 7.7947269 321.2841 485.2544
## [1979,] 7.0850959 206.67668 21823.0943 5.8899453 NA 387.6181
## [1980,] 7.2017024 147.71109 37308.9942 5.6774511 279.1644 395.9768
## [1981,] 7.7760441 215.53380 38895.3561 7.7646684 342.2625 349.4311
## [1982,] NA 209.75195 20214.2166 6.0450779 323.7884 539.4647
## [1983,] 7.0465485 128.48252 30569.8106 4.4491226 281.7247 348.2646
## [1984,] NA 199.84587 12635.3677 7.8863835 332.6152 293.8343
## [1985,] 7.7328801 189.50981 47022.7458 8.2267248 287.0871 567.7223
## [1986,] 6.2667999 187.82962 27577.2136 9.1415970 322.9178 277.0508
## [1987,] 6.6302517 160.92038 22557.7796 5.3053940 338.6308 416.8981
## [1988,] 6.7756311 154.37254 15525.3940 6.0841328 343.0322 597.9793
## [1989,] NA 204.73729 25680.7174 7.9801927 318.6773 311.6356
## [1990,] 8.1649924 278.34036 29045.2611 7.9929144 334.5520 384.7832
## [1991,] 7.7737581 251.46284 21688.6169 6.1949100 395.0882 355.8317
## [1992,] 7.2951413 182.40664 13706.1868 5.8878851 300.6082 424.6502
## [1993,] NA 129.88330 8906.9756 6.8279009 327.5518 525.2247
## [1994,] 7.6575417 230.82001 35056.2322 7.6568069 364.1301 305.6294
## [1995,] 7.6647935 223.57847 20259.7259 7.3854143 351.1613 510.0469
## [1996,] NA 209.86609 20116.9111 6.9410617 370.3837 338.9572
## [1997,] 7.8004213 210.67030 19873.3009 7.2846756 NA 448.5956
## [1998,] 7.2640691 216.62239 19412.1127 6.9324579 NA 301.9536
## [1999,] 7.5443056 211.05115 34359.4008 8.1667933 365.8123 447.5207
## [2000,] 7.7497738 229.48977 21995.0681 7.7489213 320.4407 398.5448
## [2001,] 7.4420231 194.76387 34565.7017 8.4933476 294.8362 350.0851
## [2002,] 6.5592526 164.63592 30660.2097 8.8522701 272.5243 533.5839
## [2003,] 7.0350368 220.50189 19746.4933 7.0593829 371.9126 536.1839
## [2004,] 7.8806859 226.00384 19486.8818 6.2085740 356.3381 472.3691
## [2005,] 7.4983725 236.71440 21736.3733 6.5885661 407.3121 299.1942
## [2006,] NA 200.96992 12700.4880 7.7137832 395.0904 464.0249
## [2007,] 6.5382072 214.99287 12330.4066 7.3000917 389.8170 465.3527
## [2008,] 6.3732881 180.95890 17502.8794 6.4716394 367.7325 411.5813
## [2009,] 5.7564757 171.97180 8086.8260 7.3046280 330.1338 442.7588
## [2010,] 6.9180624 188.91286 14052.4461 6.1921928 NA 338.3208
## [2011,] 8.8135047 236.39282 40684.3900 6.6087747 303.5298 278.3551
## [2012,] 7.3615998 231.79318 29169.7208 7.9299044 375.0972 389.2726
## [2013,] 9.1755862 281.59423 47852.8889 8.3302763 314.7838 422.3182
## [2014,] NA 192.74228 32349.1024 8.7506295 272.0851 581.9812
## [2015,] 6.5508772 145.80627 25070.0087 5.7163787 285.2189 369.6131
## [2016,] 6.5108556 223.86062 15147.1715 7.6675333 389.3911 437.0514
## [2017,] 7.3470304 199.61372 19073.2596 5.7668322 336.9943 413.2142
## [2018,] 8.1119532 217.26647 38184.4696 7.2541220 311.9102 281.0692
## [2019,] NA 237.08395 35434.2801 7.6176487 381.3375 365.0325
## [2020,] 5.9850125 151.36097 20155.4345 7.7232925 275.0797 478.3324
## [2021,] NA 212.70533 25626.4811 8.5901845 338.6635 330.2534
## [2022,] NA 161.03897 25583.4920 6.7969141 NA 467.4799
## [2023,] 6.4337224 177.25251 20321.2294 6.3789180 373.0518 375.0282
## [2024,] 6.7700951 201.65085 25887.6317 9.3675327 327.6195 519.3804
## [2025,] 7.9279696 224.72106 27402.0200 6.8752989 343.2863 315.9134
## [2026,] 7.3388261 229.97869 12603.4004 5.9754881 351.3188 370.8606
## [2027,] 7.0783611 198.41245 16648.6006 6.9310959 348.5480 472.2760
## [2028,] 6.7516686 176.79315 32040.5057 7.9319130 NA 467.1484
## [2029,] 7.7441252 203.39623 21403.0020 7.6232416 333.2109 424.3287
## [2030,] 7.5603920 223.23225 14739.0685 6.7316107 372.0289 481.3418
## [2031,] 7.8306076 213.24926 18821.3896 6.4751127 316.5724 405.2787
## [2032,] 6.7469350 154.33216 25137.4277 8.4959039 274.8841 330.0837
## [2033,] 6.5422818 146.05538 35965.7446 8.5786780 NA 474.0077
## [2034,] 8.5496925 236.86150 17828.2945 4.7522676 341.0363 423.1101
## [2035,] 7.4998445 231.53887 22452.6356 7.8210075 NA 380.9991
## [2036,] 5.7637728 183.07363 22025.6966 8.9528959 NA 376.5814
## [2037,] 7.2768631 165.79795 30396.9046 7.8356387 281.8969 475.6461
## [2038,] 7.4932908 216.38188 9465.3239 4.9475314 341.4606 501.3453
## [2039,] 6.1160240 158.72890 22481.0273 8.4670652 NA 458.9929
## [2040,] 5.2268952 127.11756 7907.3304 6.7619285 335.4618 475.3324
## [2041,] NA 255.95360 15097.0241 8.4824211 361.9714 471.4774
## [2042,] 6.4206402 180.29300 26034.5282 9.7106188 308.9579 473.0648
## [2043,] 7.6690125 205.59564 11579.4417 4.2632791 356.1365 407.7216
## [2044,] 7.1280623 191.40082 25227.5452 6.6078443 319.2509 419.3050
## [2045,] NA 108.91663 14476.3357 5.3981620 281.1983 512.2323
## [2046,] 6.6153501 179.24066 26392.8636 9.3091600 NA 496.3636
## [2047,] 6.5048762 159.18214 13403.0864 6.9582842 296.0769 359.9744
## [2048,] 7.4591242 195.02872 33173.4994 7.5513740 NA 534.1670
## [2049,] NA 221.67313 32269.5049 8.7652379 303.9617 357.3586
## [2050,] 7.0960471 221.50824 17240.0211 9.1814729 322.6169 442.5436
## [2051,] 6.9894422 197.68584 12150.7219 7.9841661 341.1001 303.5968
## [2052,] NA 184.74139 32328.7148 8.3965869 292.9382 617.1448
## [2053,] 8.2977259 222.43632 20320.1085 7.3218586 297.1387 374.1195
## [2054,] 3.8464540 211.75721 14686.2834 7.5578727 326.9121 371.2694
## [2055,] NA 174.91772 28990.7879 4.6604112 417.3403 468.8430
## [2056,] 9.3800071 166.26976 32471.4563 7.3425347 NA 498.3131
## [2057,] 8.9983750 169.22833 21790.0109 7.9233571 NA 436.9215
## [2058,] 5.6903874 241.21573 14083.8299 5.7389624 293.4652 498.2830
## [2059,] 7.3015634 177.66289 23441.2671 9.1070172 326.2906 478.4670
## [2060,] 7.0316841 201.00211 24510.5076 5.8182736 401.2688 371.6164
## [2061,] 4.3486750 197.27636 9848.0356 10.8109380 NA 295.7495
## [2062,] 5.2941954 234.27140 26811.2031 3.6113582 369.6085 570.9750
## [2063,] 7.2579310 187.76562 24354.3352 7.1962538 NA 346.2918
## [2064,] 9.2504916 184.44201 22749.1784 7.4016628 375.0083 436.4938
## [2065,] 9.6804748 199.53167 32916.3315 6.1278043 NA 461.3001
## [2066,] NA 184.99373 19764.6274 7.5050919 NA 293.4780
## [2067,] 6.7412458 196.83300 23565.7327 7.5945840 315.5746 500.1429
## [2068,] 6.8117023 261.38957 15149.4899 7.0561072 NA 397.7871
## [2069,] 6.9669430 222.89027 25441.0561 7.3837832 NA 647.3499
## [2070,] 7.4460891 179.14684 17763.3110 9.8765150 328.4590 364.1342
## [2071,] 6.2106476 192.21674 19330.0358 8.7928861 NA 401.3833
## [2072,] 7.3415471 187.67240 21273.4571 7.7840031 NA 332.0843
## [2073,] 7.0513964 187.41888 15423.3873 8.8715238 341.5627 561.7908
## [2074,] 6.6426139 226.52783 13730.2591 9.0607670 257.4595 275.0717
## [2075,] 10.1462905 242.15173 24649.6747 4.8033725 347.0697 348.4840
## [2076,] 14.0000000 235.67746 24008.9920 5.6350290 381.0977 460.7453
## [2077,] 8.4695373 128.62008 15273.0493 10.7255236 NA 553.3463
## [2078,] 6.0432121 151.14832 24207.0817 8.4140719 NA 410.9093
## [2079,] 5.8411188 194.61689 17721.9596 5.6462970 410.3587 622.9636
## [2080,] 8.1146654 236.49327 26631.2129 6.2667817 275.0909 496.9898
## [2081,] 5.5851170 143.50541 22234.6967 9.2528525 368.3875 437.1247
## [2082,] 5.9039935 196.27473 19399.2220 7.6418945 328.2693 324.0457
## [2083,] 10.2841261 249.32420 23259.0124 3.3312660 284.4059 468.8663
## [2084,] 9.5782267 205.74874 33080.5888 5.6598479 356.6983 333.0699
## [2085,] 7.0948308 139.90687 18975.6435 7.5719514 423.0460 528.2665
## [2086,] NA 210.74471 12229.2985 6.9509810 387.3888 422.0271
## [2087,] 9.6872600 190.16287 18752.5764 7.0730066 NA 461.0702
## [2088,] 6.5274406 181.07300 22444.0818 10.4749769 271.8628 351.0638
## [2089,] NA 193.62949 18753.2118 8.6850117 327.3406 478.1027
## [2090,] 7.7447726 208.92034 27648.1597 5.6225723 332.8238 397.0575
## [2091,] 8.2892243 191.85881 22526.2798 7.9791548 NA 292.8608
## [2092,] 7.2492573 223.70354 24311.9058 7.3925170 275.6225 306.7822
## [2093,] 7.7440985 219.65872 30809.7057 6.7906811 NA 405.0322
## [2094,] NA 214.21606 19026.6728 7.6347241 NA 421.1403
## [2095,] 6.8902745 185.74415 12218.0959 8.0229361 350.6579 394.4406
## [2096,] 6.0473809 230.58628 20278.3830 9.3607991 305.7766 333.5308
## [2097,] 11.5687680 192.92445 39234.4702 8.8607623 235.9955 463.4351
## [2098,] 10.1648386 194.30280 28915.6432 7.3016887 316.5252 279.1654
## [2099,] 8.7223112 145.24662 20256.3531 10.6519985 NA 612.3280
## [2100,] 3.7177039 183.34943 14841.2420 9.5349700 NA 293.9176
## [2101,] 4.8942781 184.55272 10922.5420 7.4617027 352.8302 338.6811
## [2102,] 6.0711834 138.22398 14852.5307 8.0935409 NA 389.3028
## [2103,] 9.0325635 156.26565 24897.5570 7.6396339 416.5305 342.7460
## [2104,] 9.9137038 160.09825 32129.9963 6.1095159 405.2956 541.2208
## [2105,] NA 165.74023 19919.3246 7.2781515 351.9651 420.1207
## [2106,] 4.2292246 207.66923 21214.3705 6.8445478 304.2751 488.4559
## [2107,] 9.1354519 233.17533 32105.2871 6.7496963 NA 370.9298
## [2108,] 3.9065675 152.81885 17857.7169 7.3630601 324.3828 342.4088
## [2109,] 7.3840489 148.29618 14417.9795 9.0849676 347.9621 316.5796
## [2110,] NA 180.68060 8692.5382 8.6717929 396.5288 534.3391
## [2111,] 8.5242964 141.81024 12658.1772 11.2643858 347.2681 387.0859
## [2112,] 5.7061309 199.11783 25815.6091 6.3835455 NA 483.8241
## [2113,] 3.7151714 199.08339 15900.7971 8.5611983 291.1042 371.8471
## [2114,] 6.5198478 183.22600 14284.6479 8.3890779 373.0916 495.4180
## [2115,] 7.9106409 190.42760 16461.5023 5.4544760 394.3059 294.1786
## [2116,] 6.5874646 211.16928 28990.2978 8.8836652 267.2024 504.9088
## [2117,] 4.3000293 218.31989 17639.8579 7.5273173 331.8346 424.2094
## [2118,] 8.5759392 215.13672 15778.7294 7.5327731 316.9595 359.8301
## [2119,] 8.8849345 145.27771 17621.3901 8.2679741 341.4775 286.8908
## [2120,] 10.5047602 143.76750 31320.2456 7.7285049 402.9535 491.2160
## [2121,] NA 219.07465 31044.7382 6.7723267 263.9005 411.4712
## [2122,] 6.9467176 214.17004 32946.5675 5.4842584 333.4396 318.8836
## [2123,] 8.1070918 213.02927 24531.8694 6.2372224 322.0971 517.4900
## [2124,] 4.9088997 161.24319 13516.9115 8.2062119 343.3053 535.2245
## [2125,] 5.0989671 197.14264 21682.7548 7.7559051 292.2514 424.6661
## [2126,] 6.0930919 208.90802 21456.6044 9.6006834 263.4535 459.0156
## [2127,] 10.0339335 213.64742 25433.2321 5.2029375 319.0101 362.2622
## [2128,] 8.9789977 213.09177 19030.7169 5.2915162 316.9403 473.1504
## [2129,] 5.5147478 228.73592 35343.6286 4.3466084 NA 526.1124
## [2130,] NA 200.83989 20743.3484 6.9059881 264.6435 450.3617
## [2131,] 6.7312781 229.12889 15058.1388 5.1193074 315.8801 443.9584
## [2132,] 7.1919620 228.40994 15395.4691 7.3986026 334.7776 294.9156
## [2133,] NA 190.38260 30524.0938 6.3754493 387.6686 382.0568
## [2134,] 7.1277112 173.69010 19309.5705 6.5333922 372.5372 295.3858
## [2135,] 5.6320410 203.73048 19345.9225 8.0477981 265.3471 708.2264
## [2136,] NA 184.02003 13361.2260 9.2586563 335.0900 467.4442
## [2137,] 7.9550263 244.39590 32405.4139 3.3180450 307.6436 433.9118
## [2138,] 7.7750495 195.17874 22329.7401 6.1051298 416.9492 371.6159
## [2139,] 5.1683403 206.26976 17914.3402 11.2400004 NA 357.6970
## [2140,] 7.6675209 163.34582 25035.2710 8.2585780 329.5971 431.8678
## [2141,] 7.2723622 229.08714 16404.7595 7.5897536 272.2769 518.6095
## [2142,] 3.6919327 202.51207 9439.7840 10.3436261 313.1389 543.6858
## [2143,] NA 221.12696 27158.6777 7.8759367 274.6588 472.0961
## [2144,] 7.6925235 220.81915 26686.8479 8.2862106 299.9588 564.5270
## [2145,] 8.1575181 236.34444 27931.2084 6.2036759 325.3240 511.5877
## [2146,] 7.1877658 184.15660 31125.7404 6.3777899 352.9160 472.2741
## [2147,] 5.6895543 202.36472 17493.6504 5.5203558 385.1974 479.2379
## [2148,] 8.7588245 197.21521 19572.1471 7.4934330 376.8383 518.3855
## [2149,] 9.8142475 177.71222 30575.9469 6.3939272 NA 536.7206
## [2150,] 9.9692732 237.02286 26944.6819 5.5887748 334.3262 379.1380
## [2151,] NA 179.15496 18282.0693 7.8748792 326.1869 397.2212
## [2152,] 9.1491267 162.68327 21463.0592 9.8206749 NA 501.5669
## [2153,] NA 146.25032 25623.3405 7.3077495 NA 464.1846
## [2154,] 5.8408116 157.88257 16087.2697 9.4580004 277.5404 550.1374
## [2155,] NA 209.95328 18668.3638 4.4532524 347.5816 479.5614
## [2156,] 4.9816721 220.95056 20988.0878 7.9856684 232.5488 373.6249
## [2157,] 5.4233185 185.90318 18020.8424 6.4010458 447.4180 332.0501
## [2158,] 4.8385711 241.13598 18328.4026 7.4032387 237.5175 355.2755
## [2159,] 7.9040534 217.77163 23575.9914 7.4930242 279.1467 548.1554
## [2160,] 6.7440643 158.53483 16304.5289 7.1339135 NA 514.7485
## [2161,] 8.6639748 206.92316 29551.3341 6.0302757 339.0323 329.7108
## [2162,] 4.1611120 181.73639 25815.3892 8.5346290 297.2392 399.2922
## [2163,] 8.5159773 212.30463 28553.5595 7.2253662 342.6041 341.7403
## [2164,] 9.9998075 215.10898 33462.0342 6.1941219 365.8953 373.9368
## [2165,] 7.0380923 204.92328 24607.0881 8.0801558 280.7456 365.8452
## [2166,] 2.8035631 186.12392 11920.9074 8.6420341 332.7445 447.5942
## [2167,] 5.9726000 186.46747 23124.5780 7.0125537 NA 446.2194
## [2168,] 8.1807553 178.07964 25623.8675 7.5740821 391.9182 353.5070
## [2169,] 7.0102434 162.12324 26395.2488 6.6225975 NA 574.5814
## [2170,] 8.1798904 258.90194 17291.6183 5.1844096 NA 434.5042
## [2171,] NA 162.51268 24642.8123 7.2675728 330.9054 414.6507
## [2172,] 6.8651253 216.74446 13529.0388 5.6184924 402.3134 553.6167
## [2173,] 7.9508166 147.11792 20827.9176 9.2261250 NA 474.8540
## [2174,] NA 204.25826 26321.6892 5.9374958 NA 487.2736
## [2175,] 9.5811885 223.29622 28292.7803 5.6654307 NA 398.4793
## [2176,] 7.2747569 195.11803 21496.7451 6.5710898 360.6978 418.3736
## [2177,] NA 260.84504 11803.7355 5.2606700 336.0405 424.0584
## [2178,] 8.0267733 169.33384 19168.5268 8.0814962 405.5273 350.5774
## [2179,] 7.8795432 170.19091 37000.9557 6.2172225 346.0637 517.5768
## [2180,] 6.4489711 237.46110 18736.1909 5.5998703 NA 235.0423
## [2181,] 5.1894137 171.23893 12289.9009 10.7864998 301.2308 501.5597
## [2182,] 6.5380841 197.42820 15979.0603 7.4249446 273.7193 452.1872
## [2183,] 5.9158067 195.74407 12431.8031 6.6616162 380.7253 367.8540
## [2184,] 8.1364979 184.23185 30031.8392 6.2153073 373.6528 400.6119
## [2185,] NA 187.87328 29532.6150 7.9810369 274.4934 469.1321
## [2186,] 6.4937642 205.15056 19821.3384 6.3449634 298.3800 482.5957
## [2187,] NA 205.33855 25142.7337 5.6395011 296.0913 528.2800
## [2188,] 6.9774056 205.56350 16100.9679 5.5272992 371.3619 532.3421
## [2189,] 5.4892481 134.56028 15979.3348 9.5043610 366.2144 418.6421
## [2190,] 2.5581028 147.49057 21316.5067 9.1422337 312.0542 406.3720
## [2191,] 7.3121093 199.81300 14540.7351 8.8274136 276.1183 486.9837
## [2192,] 8.5540970 191.70841 32112.5699 8.1153551 293.6558 518.9444
## [2193,] 6.7044319 148.84213 13329.0323 7.1184654 NA 403.4210
## [2194,] NA 194.71919 18344.0694 7.6118367 NA 320.3560
## [2195,] 8.0283042 204.78373 20408.4856 4.5315812 406.3289 515.5751
## [2196,] NA 168.04247 18564.3721 8.5621564 345.2052 419.1316
## [2197,] 8.6168244 228.76295 19126.2985 7.0175784 327.8948 383.5270
## [2198,] 9.4671290 169.21441 33365.3154 8.4604898 315.9604 449.7240
## [2199,] 6.7936986 227.22575 14470.0535 8.4715090 274.4447 360.7557
## [2200,] NA 229.72535 22444.5594 5.7021749 320.9901 389.0309
## [2201,] NA 188.39502 21875.2164 7.1413722 408.8559 616.1213
## [2202,] 5.4860586 186.69563 16639.2152 9.8077796 NA 355.9424
## [2203,] 5.0507484 191.72221 18252.0760 8.1181152 284.2151 373.7412
## [2204,] 6.2461176 199.09897 27001.3353 7.8080135 296.9236 478.7459
## [2205,] 8.1423309 221.75235 29808.2369 8.8201558 205.9351 556.6576
## [2206,] 6.8528991 158.07979 11914.4638 7.6349668 386.1674 473.6433
## [2207,] 8.8019336 225.89547 23659.2115 2.4586092 408.4179 446.9925
## [2208,] NA 200.30865 25355.9989 7.1052453 304.6481 394.2461
## [2209,] 8.3837617 156.95186 21923.8741 7.6568311 379.5416 364.7949
## [2210,] 6.4761398 215.72177 21165.5906 7.6429523 348.4749 315.0781
## [2211,] 9.8945621 128.58573 26436.0333 8.7787175 349.7484 480.6676
## [2212,] 4.8080397 186.16057 19118.0503 7.0544439 359.4062 577.4914
## [2213,] 10.5779305 278.03636 28652.1433 2.7857184 379.2775 334.2117
## [2214,] 6.3049717 249.08260 21046.4485 5.4562726 NA 334.1787
## [2215,] 7.8224919 208.63672 22308.8217 5.8503276 408.1233 502.7894
## [2216,] 7.9893762 191.93619 16746.8004 8.5624282 312.7400 431.5057
## [2217,] 9.6717968 130.60836 30220.6125 9.3091418 370.2949 411.8814
## [2218,] 5.9412656 179.95486 26562.4472 6.8032877 NA 431.9692
## [2219,] 5.5747558 189.70066 11512.4658 8.7209719 329.9396 331.3304
## [2220,] 7.6105092 208.81781 34538.5440 5.6006200 301.7872 470.7403
## [2221,] 7.1024466 243.41294 23493.1209 4.7927384 283.3443 341.4388
## [2222,] 5.1527398 185.34224 25669.7199 7.8194792 318.4510 449.9190
## [2223,] 7.3014636 205.72188 23778.7587 8.1799674 333.3393 529.6246
## [2224,] 6.1049258 241.17572 13539.8117 6.0155480 335.3965 363.6334
## [2225,] 6.0013824 186.88442 22554.8301 8.3918827 331.2149 444.8910
## [2226,] NA 153.03511 28504.9975 8.4254975 NA 346.3112
## [2227,] 7.8856790 207.82130 12359.6312 7.3776626 340.9790 499.3617
## [2228,] NA 159.83288 23917.1901 6.7815760 369.2239 472.9272
## [2229,] 7.6790906 204.85999 21530.3162 8.1853995 NA 445.3709
## [2230,] NA 163.95724 19516.8980 7.1787771 393.8409 587.8416
## [2231,] 10.3919424 262.74177 39116.6827 3.2057863 285.7284 473.3140
## [2232,] 6.7148624 236.54205 33197.1505 4.9585169 331.4845 402.9466
## [2233,] 7.3496534 235.21088 20443.1351 7.1777894 NA 305.4173
## [2234,] NA 196.08297 22746.0617 7.7027405 325.4784 397.0550
## [2235,] 7.3451384 202.17446 17032.7737 6.2126291 361.4405 600.2950
## [2236,] 10.1470896 177.82131 20642.5887 5.7597439 NA 487.8789
## [2237,] 6.3807173 266.01541 21250.9356 4.8543345 357.2410 358.1855
## [2238,] 7.9406470 181.77131 15858.7782 6.8499637 NA 584.8272
## [2239,] NA 197.71364 31251.6437 6.2524231 NA 322.2176
## [2240,] 7.7867347 192.17974 28086.8735 7.1579515 329.7086 327.3805
## [2241,] 6.3230403 227.55397 24463.1374 6.2619337 NA 399.9475
## [2242,] NA 170.29143 14550.4170 7.8474039 395.4960 486.3677
## [2243,] 6.6456574 170.26972 23432.1097 7.0665651 NA 513.3649
## [2244,] 6.0145398 205.48294 23268.2431 9.0357692 283.3404 371.4035
## [2245,] 10.0867712 189.73238 17572.5475 6.8947306 NA 416.6411
## [2246,] 5.1662260 135.71217 12060.0095 8.6370979 NA 362.2173
## [2247,] 5.5732012 229.17499 15613.1605 4.1579017 383.4811 409.0666
## [2248,] 9.4945587 254.53446 28492.1705 6.1136078 NA 620.9810
## [2249,] 9.0365043 199.32189 21696.0032 5.9701868 350.1838 288.5088
## [2250,] 4.4005090 119.33404 19100.0871 11.7539037 NA 328.3998
## [2251,] 6.9753923 205.94025 22685.6844 5.9277592 304.0491 441.7652
## [2252,] 6.6877498 160.26096 17786.7633 7.6603765 NA 247.9180
## [2253,] 6.8675217 182.67217 20247.2010 6.8670725 330.8057 420.3335
## [2254,] 6.1552492 159.51950 19781.6106 10.0816099 310.1407 505.1084
## [2255,] 8.3032638 232.41467 16548.3567 6.3435227 301.0872 395.3391
## [2256,] 8.6416341 206.34197 39557.2555 5.9998467 290.5760 345.4894
## [2257,] NA 219.67426 22210.6131 5.8750411 NA 398.5177
## [2258,] 7.3486112 214.71589 32742.1873 6.3510290 320.0651 438.0443
## [2259,] 7.5739059 206.20420 15926.4260 5.5246662 NA 457.6378
## [2260,] 7.8559064 209.75180 19850.1829 8.0388722 300.2930 368.4376
## [2261,] NA 181.38972 18908.6283 7.2153495 325.9008 356.1666
## [2262,] 3.7983910 189.61853 18529.7980 6.8882572 396.1072 365.2730
## [2263,] NA 234.51185 19038.9019 6.7959158 322.8963 437.4788
## [2264,] 11.2354260 178.59650 33773.1071 9.0630421 327.6510 425.8680
## [2265,] 6.3963411 126.49074 20115.7336 7.7637385 427.3778 435.2784
## [2266,] NA 222.98063 32237.2454 5.9246588 336.6527 526.7761
## [2267,] 5.2285063 191.66380 24855.9078 7.0160785 337.2709 343.3492
## [2268,] 6.5122396 198.56468 21626.5631 5.8971043 389.3370 296.2608
## [2269,] 7.8343192 171.28878 25918.5680 8.5893940 307.2287 448.5640
## [2270,] 7.3882920 178.34406 12928.6444 7.8302952 NA 376.4889
## [2271,] 6.0206538 197.46909 10529.3103 5.3053515 416.4952 412.0117
## [2272,] 8.3883225 256.23401 16795.8205 4.1435192 NA 333.9462
## [2273,] 8.3842964 223.32819 27463.6548 6.4767528 352.9528 318.0426
## [2274,] 7.3939780 209.61921 17939.7047 7.2337360 NA 349.2096
## [2275,] NA 235.78979 21983.5591 6.0612838 331.2729 441.2162
## [2276,] 8.3846232 166.87838 29956.3630 9.7781226 307.3629 546.4823
## [2277,] 7.0948021 222.50131 30045.3677 6.6640101 NA 531.9595
## [2278,] 6.5653194 141.59184 12875.1278 9.1169945 340.9139 339.9770
## [2279,] 6.3817196 199.63503 20453.8165 5.8487349 NA 344.5995
## [2280,] 7.5397421 201.95932 26716.3597 5.6373503 NA 516.3546
## [2281,] 10.6288209 193.43316 14054.1255 10.3284890 327.0642 479.4025
## [2282,] 9.2284842 200.71033 26744.2315 6.8333602 339.8207 363.9510
## [2283,] 10.5246020 256.17232 31965.3640 5.0070035 288.5660 505.3614
## [2284,] NA 229.74096 22709.3861 6.3616873 316.2344 294.1656
## [2285,] 6.0212659 236.97550 19894.1476 7.5879085 286.9385 315.2668
## [2286,] NA 236.20489 34822.8163 4.9663973 362.0702 537.9966
## [2287,] 5.9739512 182.14333 26804.1095 5.7379883 399.2537 481.9019
## [2288,] 6.2175796 189.34222 15155.5490 6.8194381 306.8926 297.7637
## [2289,] NA 175.83394 36819.9868 7.6504553 322.0219 344.7161
## [2290,] 9.1306072 226.40374 19968.6778 5.7237916 386.6998 440.5431
## [2291,] NA 283.40957 21160.0897 4.2707178 253.4335 525.9923
## [2292,] 6.0955119 200.04582 16404.9414 6.3920946 366.0173 444.4542
## [2293,] 6.1952549 170.00229 16666.1308 9.4834241 NA 457.0682
## [2294,] 5.8145642 184.54171 29382.3353 6.0512334 348.3524 405.6214
## [2295,] 6.7566598 212.64186 22112.7463 8.3322097 275.2404 387.5622
## [2296,] NA 172.11151 26595.3735 8.2322520 NA 348.8436
## [2297,] 6.3699735 128.61687 13689.5921 9.0668300 NA 319.7851
## [2298,] 6.6014074 205.62102 19635.5883 7.1732294 344.0345 430.5599
## [2299,] 5.6519338 139.04992 16575.8213 7.8578563 390.5377 418.5432
## [2300,] 7.6060669 248.04145 14609.9769 6.3565551 322.3566 275.3171
## [2301,] 2.9744294 147.14867 17326.2023 2.4985967 393.1687 375.4115
## [2302,] NA 181.56241 19289.3615 7.3250554 NA 274.6965
## [2303,] NA 232.09834 16378.1516 0.3520000 238.4466 454.5552
## [2304,] 8.1111010 198.76820 35200.7988 9.6853902 NA 348.9714
## [2305,] 7.1161326 204.04078 25131.6653 5.4026548 292.3244 424.0035
## [2306,] 5.2802923 164.05739 13679.0569 5.9713854 NA 635.8885
## [2307,] NA 167.10443 30362.6839 9.9903322 362.2616 432.0307
## [2308,] 9.8082582 220.04957 34132.0680 9.7527509 233.8703 367.0444
## [2309,] NA 172.21468 26653.7650 7.2716846 335.8945 510.0297
## [2310,] 8.0188316 197.78559 23104.5204 9.6748604 322.9345 395.7386
## [2311,] 6.6036407 206.91974 14598.0258 6.4521409 316.2535 582.1106
## [2312,] 6.4508057 198.49316 19002.3147 7.3064473 335.4822 257.0077
## [2313,] 6.2663784 163.38540 28141.2165 8.5087510 376.8706 295.6751
## [2314,] NA 144.99579 16219.4753 5.5630672 379.9630 374.5431
## [2315,] 5.1618788 179.63641 18666.5636 5.1961326 400.8960 485.3120
## [2316,] 6.9844055 181.70734 18194.5453 8.2638039 371.1465 201.6197
## [2317,] 6.7919926 210.40797 30471.9291 6.6144380 326.5858 493.1794
## [2318,] 8.3092277 198.33690 24344.9667 8.3435102 278.8668 456.5300
## [2319,] 5.0577364 137.68934 11229.1378 6.4114105 481.0306 580.0952
## [2320,] 6.9082722 211.10555 19224.9863 6.3799701 307.1022 323.8855
## [2321,] 7.2434099 188.04630 20877.5348 8.4541068 NA 377.6493
## [2322,] 6.1644802 189.05876 27312.1684 6.8221567 319.9516 522.8014
## [2323,] 9.1609975 241.38310 28170.8851 6.8196031 262.5720 568.4206
## [2324,] 5.2778756 166.73301 18404.0507 4.7771243 NA 347.2195
## [2325,] 3.9757527 135.89198 17430.8419 6.3057877 373.4864 344.3989
## [2326,] 5.6852165 154.57000 17628.0431 6.6644438 390.0947 324.4278
## [2327,] 6.9336539 217.77032 19026.0173 3.1174410 317.0668 448.2346
## [2328,] 7.4644852 227.00002 26559.3609 5.6578121 300.6907 332.0688
## [2329,] 6.0718389 217.82653 17162.7539 3.5211252 319.0373 612.0949
## [2330,] 7.1361026 186.58271 19502.5390 8.0954265 305.4300 355.9372
## [2331,] NA 182.11395 21453.3347 6.6672865 NA 392.4334
## [2332,] 6.3285531 192.07652 33315.9471 7.0500465 NA 489.7453
## [2333,] 6.1505957 169.40278 23890.8934 7.3359603 375.8011 373.5482
## [2334,] NA 205.66602 27044.9598 4.0339336 298.2138 515.7549
## [2335,] 5.5081555 192.22655 12137.0996 5.2304773 433.0215 405.4855
## [2336,] 4.7611052 150.07453 19197.1055 7.9366524 374.4773 400.4513
## [2337,] 10.4907440 221.02926 32092.0584 12.6268997 333.3199 403.8240
## [2338,] 6.6761373 192.68585 27468.9802 5.8094359 281.4069 299.8870
## [2339,] 7.9733075 237.49715 23517.6810 5.3545162 283.5838 478.8936
## [2340,] 7.3521460 208.32448 13714.8326 8.2192403 352.8498 336.9129
## [2341,] 6.9908008 222.94375 19713.4115 5.2924501 310.8876 270.0554
## [2342,] 5.4683609 180.38236 12305.9054 5.4465627 410.4593 388.7455
## [2343,] 7.8359070 206.66579 17643.4071 8.1374837 NA 474.9898
## [2344,] 2.5381158 100.80652 19872.8549 5.0140228 418.0000 420.8309
## [2345,] 8.4230845 153.03289 15924.7997 11.1016281 329.1322 431.1675
## [2346,] 7.6170141 214.40436 29818.0950 6.5088534 298.3519 494.9455
## [2347,] 7.6170335 242.98940 17681.2724 2.8557898 298.4132 549.9873
## [2348,] 5.4293348 183.43938 15265.4076 5.7147313 394.0012 446.8791
## [2349,] NA 215.49161 18489.6525 3.7588332 294.6030 370.2746
## [2350,] 5.4959760 150.53452 18333.6327 7.4717278 416.8885 300.3590
## [2351,] 5.0927572 239.74092 28390.8914 1.3908709 258.4443 452.3060
## [2352,] 6.2528102 187.56948 27690.4748 6.4899315 330.9492 303.4964
## [2353,] 6.7474153 250.41955 24539.7132 2.3979850 358.2299 339.3447
## [2354,] 6.6408628 215.06087 16488.0477 6.6423372 304.7574 507.1288
## [2355,] NA 138.52571 17905.4800 7.9293033 399.5036 485.4232
## [2356,] 7.3009901 182.44770 29136.3387 8.2530153 NA 307.4333
## [2357,] 5.4985147 180.82511 21542.8300 6.7070946 352.2507 419.5130
## [2358,] 5.6525013 187.83118 25868.5987 3.5237139 338.0289 456.2598
## [2359,] 6.1649273 206.04058 22805.6115 4.3988313 NA 409.3577
## [2360,] 7.8519257 235.33831 14763.5801 7.7419753 338.6033 505.6656
## [2361,] 7.2216894 203.06903 13703.2204 7.8236123 352.1246 412.3205
## [2362,] 6.5780839 214.14633 24882.6252 5.0711568 NA 400.7432
## [2363,] 7.8594899 211.31103 31725.4878 7.5196907 313.3442 433.4447
## [2364,] 6.0736850 140.92620 11795.3136 9.1284221 437.6472 413.0758
## [2365,] NA 208.25628 13696.0099 4.4840213 NA 449.1781
## [2366,] 6.4079633 199.13173 28460.2034 4.6137215 330.9141 448.8580
## [2367,] 8.6466430 201.43906 32571.0545 9.9593554 NA 338.4978
## [2368,] 7.1846978 189.75840 13317.4681 7.8323204 378.6755 541.3061
## [2369,] 6.9320850 205.33848 19530.4738 6.5219555 NA 475.2102
## [2370,] 6.1747506 138.51359 21504.1388 10.8602950 338.7030 447.8055
## [2371,] 9.5402522 224.05458 31683.8646 11.9942902 315.3591 493.8364
## [2372,] 6.8888429 188.92067 27368.0143 8.0031866 355.4786 465.3470
## [2373,] 8.1741863 244.24905 31114.8208 4.7269123 285.3320 418.6196
## [2374,] 8.7569269 218.63776 21752.0297 6.4548765 276.2781 356.0758
## [2375,] 4.7400567 176.65563 24069.3359 4.0134444 367.8050 288.2213
## [2376,] 8.7644956 210.85135 15978.0366 8.0433541 328.7598 324.0474
## [2377,] 7.8994516 210.73412 15896.3659 6.9072028 319.8870 448.6664
## [2378,] 7.4026532 182.99938 19259.1939 7.6323702 295.9314 339.7373
## [2379,] 5.8000342 181.45351 13028.6885 6.1067648 374.3578 405.5172
## [2380,] 7.0891842 179.04584 21065.6637 7.4716144 377.7780 571.5755
## [2381,] 7.8522067 169.02838 22912.1896 9.6162227 NA 468.4454
## [2382,] 4.9456947 170.44092 23000.7231 4.4337248 340.6457 346.6423
## [2383,] 9.7769321 213.91508 23971.9895 9.6033024 293.8250 507.0166
## [2384,] 5.1534886 107.34198 19115.7219 9.2961140 333.0619 457.8915
## [2385,] 6.8849811 138.44011 14893.2064 9.6864348 319.1350 286.9216
## [2386,] 7.6087502 192.85664 25410.8119 5.9550084 283.8030 432.2095
## [2387,] NA 210.09761 23616.8046 4.4656770 365.9613 421.8799
## [2388,] 4.9019069 141.93078 13614.7509 8.3069605 368.6187 439.0554
## [2389,] 5.7112125 145.82587 21157.1797 7.9547212 385.2061 441.0866
## [2390,] 7.4766895 162.00870 22171.3189 9.6115986 NA 401.2348
## [2391,] 7.0334951 191.88022 29322.7407 9.0270570 NA 496.1983
## [2392,] NA 152.53742 19731.7492 10.8867419 373.9887 463.7477
## [2393,] NA 189.00109 20784.5679 10.0887715 312.9547 419.5341
## [2394,] 8.6552989 222.26879 13676.7535 7.2712995 348.6188 460.8706
## [2395,] NA 177.20201 17766.2529 8.1990904 354.2774 520.2011
## [2396,] 8.3043347 155.56994 18253.1811 11.4484693 329.1006 380.3234
## [2397,] 7.7170770 211.68133 21400.0165 6.9878541 268.9450 495.9149
## [2398,] 7.5558228 190.46192 29411.6286 7.8688783 349.9489 524.4660
## [2399,] 4.8817296 136.99047 19105.0149 7.2646776 419.7164 358.0463
## [2400,] 8.3112712 206.10776 20562.5134 9.8204733 NA 479.0323
## [2401,] 3.8004313 111.24641 14904.9404 7.7296453 418.5593 382.2244
## [2402,] 4.0835949 201.93864 20555.9655 1.9202714 341.5972 435.5115
## [2403,] NA 201.57205 15618.1352 6.7052109 367.1935 359.9520
## [2404,] 4.8650697 174.06046 15222.2464 5.8392187 412.0371 333.5043
## [2405,] 9.6247269 217.37278 25175.7542 9.8839455 329.1745 394.0548
## [2406,] 5.1887769 178.99327 22648.2376 6.3180630 326.4679 404.5611
## [2407,] 7.8429790 200.82967 16827.1929 9.8884030 NA 566.3307
## [2408,] 5.9169305 185.92502 27977.6732 6.7746097 329.6193 428.8327
## [2409,] 5.7296891 173.97503 14304.7631 5.3400885 369.1540 471.6799
## [2410,] 5.6782210 143.18651 18377.0083 7.1453355 418.2472 359.7747
## [2411,] 7.3865818 191.58557 26351.9038 8.4261611 NA 505.1879
## [2412,] 7.5192275 210.38479 16897.3070 6.5686579 344.7037 315.5204
## [2413,] 7.4462258 241.57386 13312.4461 4.5329790 NA 529.4591
## [2414,] 7.7539361 220.09828 17169.5844 7.9840392 344.1219 385.0450
## [2415,] 9.1596605 195.42332 16679.3352 10.1104622 301.7464 404.6591
## [2416,] 7.4969909 246.86358 22631.6577 3.4408801 297.1324 357.4985
## [2417,] 7.5423002 230.15054 18877.4939 4.3447069 278.2504 447.2594
## [2418,] 7.1590530 161.47871 25591.8410 10.1895280 367.5964 330.5505
## [2419,] NA 116.90548 27151.3129 10.1853482 NA 372.0023
## [2420,] 5.8446738 147.17980 13615.1098 8.8811118 394.6584 533.0402
## [2421,] NA 201.82785 35418.7350 8.2559711 253.5802 447.2814
## [2422,] 5.2584147 210.92949 29228.3347 3.8339018 341.6407 363.5708
## [2423,] 7.4206408 212.73559 18463.7221 6.7279189 355.9715 523.6027
## [2424,] 7.0742514 208.92037 16739.2666 7.8614695 NA 518.9772
## [2425,] 8.1892139 156.32846 18432.4765 12.2463941 370.1214 288.3515
## [2426,] 7.7441310 185.56762 30586.5927 8.0407602 NA 314.4258
## [2427,] 8.2898579 222.48393 23884.1315 5.5332083 354.9593 514.7331
## [2428,] 8.0252200 213.51972 15457.4987 7.6695400 318.1144 376.3144
## [2429,] 8.8489274 262.59833 24417.8613 5.3990126 241.1263 493.8555
## [2430,] 6.4384218 202.53784 26448.2451 5.7759329 322.4518 567.2017
## [2431,] NA 179.79621 17029.5349 7.0189900 371.6756 404.6721
## [2432,] 8.2055507 204.66583 17414.5206 6.8396225 276.7701 346.5407
## [2433,] 8.3103737 201.65167 23260.4720 9.3456213 333.2714 292.3158
## [2434,] NA 240.03628 23103.6535 8.6430887 339.1589 487.4346
## [2435,] 7.8339708 240.83253 25694.8737 4.3005093 301.7604 442.7414
## [2436,] 8.1426604 220.63097 20111.2259 7.4468771 354.8971 366.8025
## [2437,] 5.8964325 165.13566 23022.1689 7.5368057 356.7562 401.7409
## [2438,] NA 228.10946 15617.4586 6.3265340 326.5049 402.6007
## [2439,] 4.3107015 138.43189 11842.7578 5.6074501 364.4585 426.3696
## [2440,] 7.8957691 168.72405 28723.6176 9.3414752 353.9762 517.4367
## [2441,] 6.8629951 184.48066 11579.1134 6.1494939 364.1102 556.9563
## [2442,] 6.3047686 213.65618 30168.6066 5.2107804 NA 339.1166
## [2443,] 6.5786806 203.40882 22374.8249 6.2489294 399.6172 547.7021
## [2444,] 8.9672441 266.47874 34446.7823 4.9095729 NA 343.2656
## [2445,] NA 166.40497 14202.1938 9.0067957 370.5385 493.4402
## [2446,] 7.4230881 210.04620 31073.0313 6.3747090 312.1032 460.8942
## [2447,] 9.1667581 184.55743 21736.9818 12.2271753 304.5285 317.5834
## [2448,] 8.4686944 151.95430 19148.2247 11.9304480 390.8074 374.9947
## [2449,] 6.4861527 224.80946 26807.1195 3.2679841 319.0744 382.8798
## [2450,] 4.4390958 190.15345 20864.3405 2.3866535 NA 515.6312
## [2451,] 7.7927835 187.91248 21093.9322 10.5855014 390.4091 463.0194
## [2452,] 7.2052183 188.91131 31315.6144 8.3230406 NA 398.9189
## [2453,] 6.5690539 208.73145 29123.7083 6.7651179 327.6975 308.0861
## [2454,] NA 182.25781 17540.7425 8.4224759 NA 305.8275
## [2455,] 4.2916877 124.00735 18038.4744 8.6032965 NA 548.5745
## [2456,] NA 176.41364 12674.6728 8.9884770 354.7681 344.4204
## [2457,] 4.9210939 162.30059 14126.5905 6.4068144 357.8159 337.7731
## [2458,] 6.7271853 197.43922 26012.4887 6.9520080 346.6287 473.3301
## [2459,] 5.7570890 148.98915 32415.7336 9.1785605 319.2229 407.7417
## [2460,] 5.8423591 217.32480 29644.8136 4.1791080 328.5039 310.7712
## [2461,] 8.8481030 248.56774 19793.9719 9.6811543 323.3517 411.1474
## [2462,] 5.8662507 146.86568 19679.0627 4.8684800 320.0124 414.4270
## [2463,] 6.0209954 178.50030 13095.1492 7.9448025 NA 437.2990
## [2464,] 7.5299295 171.81420 27062.0659 5.0295685 378.2418 325.0998
## [2465,] 6.6497053 190.53195 16191.4261 5.2549593 NA 564.2032
## [2466,] 5.0977862 182.81902 23590.3137 9.1287977 326.3349 445.5626
## [2467,] 6.4839945 180.44505 29032.7811 7.3017355 326.3001 374.6757
## [2468,] NA 253.14965 12037.7704 4.3843577 325.4132 422.3893
## [2469,] 5.6696992 199.66264 9544.8627 8.8082469 343.4855 378.1204
## [2470,] 8.1277104 203.07031 13227.0524 6.3109024 362.2757 409.7422
## [2471,] 9.1069169 209.60962 16879.5248 2.1026910 NA 294.3101
## [2472,] 7.5757579 203.88437 20855.2723 8.1093119 334.0274 532.3112
## [2473,] 8.2463691 207.17217 31080.4321 6.0963600 332.7662 369.0292
## [2474,] 2.9454691 126.74810 16829.3930 10.5973948 NA 456.2332
## [2475,] 4.9640703 168.28336 17694.5748 9.7253213 333.6395 353.0699
## [2476,] 4.9913969 141.62240 44499.7287 8.2609284 335.5098 534.7115
## [2477,] 5.0456257 179.70250 22557.6036 10.1203340 296.4252 450.2957
## [2478,] NA 206.26342 18221.0853 6.2371351 352.1592 547.3253
## [2479,] 11.0694563 256.20198 43536.0209 4.0476205 NA 433.4760
## [2480,] 5.7753309 169.72817 14710.7228 7.2618108 359.2670 535.6526
## [2481,] 9.0121003 268.67930 13064.4506 7.6256408 358.3368 549.8271
## [2482,] 4.0316104 145.48324 15105.3731 8.1808134 333.7109 342.9790
## [2483,] 7.8821239 235.46640 5477.3472 6.4760569 NA 443.8947
## [2484,] 8.7594887 219.92139 33364.9181 5.6870723 324.0385 443.5480
## [2485,] 6.6536495 172.58451 34816.4445 8.2893067 293.6110 389.4711
## [2486,] NA 179.96235 22060.1869 8.2964974 NA 386.4176
## [2487,] 4.4738821 120.10191 30013.7007 6.3693709 NA 433.7444
## [2488,] 9.3494700 252.14850 13137.4908 6.1738231 320.3240 349.8161
## [2489,] 6.8629360 220.14789 23580.6573 6.6115434 285.1922 325.7217
## [2490,] 8.2614060 208.18809 24870.8259 4.9250154 NA 441.0526
## [2491,] 8.8603242 233.62515 19550.2997 6.5190629 NA 285.4124
## [2492,] 7.4965107 207.13733 39423.6661 8.4941154 325.4040 569.5692
## [2493,] 10.1641733 243.60651 16522.7158 3.9921714 310.8451 487.6981
## [2494,] NA 167.46619 11532.2232 7.7097105 361.0093 625.3468
## [2495,] 6.0398232 164.02634 9943.6376 7.7233046 350.7563 374.7947
## [2496,] NA 183.48884 12675.9390 9.7778074 319.8706 482.4450
## [2497,] 6.0579048 149.12279 23603.5019 6.5370282 302.6986 393.2935
## [2498,] 8.0050164 187.23053 49341.4213 4.3393102 300.6971 437.3255
## [2499,] NA 193.46242 18519.1625 8.0218035 NA 374.3179
## [2500,] 7.0383475 199.59794 23951.1060 8.2299928 320.4838 419.6622
## [2501,] NA 202.56947 22256.9504 6.9135005 304.9515 434.1984
## [2502,] 8.2370919 212.81856 24414.9735 5.4139779 NA 445.5559
## [2503,] 6.5740839 186.94421 22723.8100 6.2122647 330.7897 385.0190
## [2504,] 7.3381076 188.85417 30042.9285 7.4676238 309.6146 465.4999
## [2505,] 4.8511039 146.62724 20227.6438 6.3405341 368.9412 346.5203
## [2506,] 6.9179202 223.33296 17862.1427 7.9958901 299.4028 428.9480
## [2507,] 6.7093364 226.42759 8238.2900 7.6924130 289.9214 284.7745
## [2508,] 6.8940509 170.57130 17475.4678 5.1947839 363.3088 641.5861
## [2509,] 9.8647271 278.08145 12978.1971 6.9085720 319.3820 486.6379
## [2510,] NA 210.20492 26894.1449 4.3127620 329.1464 344.5152
## [2511,] 8.0396969 233.85622 8201.3621 8.2930180 NA 461.2098
## [2512,] 9.8247065 218.01953 15120.9247 3.1248326 NA 498.9335
## [2513,] 10.8873050 283.89586 15177.2182 4.6565377 334.1808 420.6076
## [2514,] 9.8314017 263.63272 13345.3691 6.5669286 295.7742 462.4397
## [2515,] 6.5284795 176.93968 18533.3378 6.0832679 336.2964 491.4779
## [2516,] 4.0914115 146.78994 24252.4588 7.2549808 282.6935 482.2944
## [2517,] NA 197.71218 12962.3897 6.4765839 362.7220 503.8430
## [2518,] NA 232.86439 32600.4294 6.7026716 343.5987 447.3947
## [2519,] NA 192.61766 36520.6587 7.4589699 NA 474.1479
## [2520,] 6.1751649 193.28260 32875.1921 10.8966627 337.5062 414.9020
## [2521,] 8.7361264 257.23133 12726.2986 10.3265576 356.4154 506.3759
## [2522,] 8.2409458 245.09083 18001.4592 9.3674194 350.6150 344.0569
## [2523,] 9.1522847 229.54041 24560.7006 7.0423264 372.6945 395.4044
## [2524,] NA 208.83771 11609.9972 6.4452801 NA 407.0174
## [2525,] 6.3175766 143.29996 22577.8189 5.6900783 338.8972 573.8147
## [2526,] 5.6921242 165.90628 22396.2093 6.6826915 309.1216 530.0725
## [2527,] NA 201.83372 29508.4928 3.9296239 325.0612 428.6614
## [2528,] NA 139.95535 31421.1445 6.6277049 346.4412 378.7711
## [2529,] 7.1914937 175.46078 34933.7844 5.4275327 332.1960 411.3021
## [2530,] 7.3811085 188.31438 12320.5123 5.4935142 343.2396 475.3019
## [2531,] 6.1725174 187.78702 10498.6352 7.7225610 322.5210 467.0904
## [2532,] 9.0763180 215.91272 14153.6434 5.0200269 333.4992 311.7970
## [2533,] 8.8541195 222.96520 19258.8031 5.6960639 395.7285 467.0884
## [2534,] 6.7680600 179.80599 23793.0314 5.3320991 333.1982 461.5304
## [2535,] NA 207.05911 30573.0663 4.4381966 341.8857 393.5133
## [2536,] 8.5432168 183.90786 33037.3534 2.7267656 358.5565 631.4986
## [2537,] 9.5648531 251.80667 17156.3367 6.2531797 346.7052 410.3224
## [2538,] 5.4997877 150.07609 43195.4737 6.5705961 322.5166 287.2861
## [2539,] 5.1959207 175.15716 33473.1125 8.4074500 319.2536 484.2799
## [2540,] 7.2839136 197.60213 23112.5044 9.5028094 332.3320 449.3617
## [2541,] 5.8724399 185.40398 14343.4232 9.6902131 333.5646 409.1135
## [2542,] 5.7357236 158.31874 25363.0166 7.7286013 377.5433 568.3047
## [2543,] 6.1584240 176.03145 26369.0266 9.7712115 347.8937 453.7060
## [2544,] 7.2943644 191.77362 41569.9520 5.3111120 321.3206 342.5014
## [2545,] 7.0542668 212.42912 7450.0744 8.7271101 NA 396.0528
## [2546,] NA 199.94222 25973.3266 6.4909940 336.0407 344.9704
## [2547,] 3.1487123 142.27208 23257.2088 8.2792754 293.1608 391.8413
## [2548,] 5.6652664 162.89008 31883.0103 8.3124841 350.6817 550.8176
## [2549,] 8.3109388 245.71961 7929.5047 8.8323899 373.4635 348.6185
## [2550,] 7.0960983 206.82782 24548.5983 5.3798606 NA 365.4008
## [2551,] 7.9571135 199.10750 20425.7665 8.1719948 380.0782 333.1565
## [2552,] 7.4002386 218.82481 8136.0716 6.2863578 310.7612 518.7328
## [2553,] 9.7346197 244.92867 18976.2331 4.7459703 330.6358 383.9475
## [2554,] 8.0377611 199.21397 40368.4206 7.3074110 NA 293.8335
## [2555,] NA 250.57268 24538.4373 7.2876048 345.1100 426.1037
## [2556,] 5.6818107 151.08594 26373.4954 5.6515888 NA 468.4726
## [2557,] 8.3945096 224.34715 23961.5045 4.7243731 337.4063 476.5795
## [2558,] 8.5282921 227.68621 27352.3434 7.6763232 349.9957 388.1378
## [2559,] 6.2380537 178.29805 21919.5934 7.0853770 335.8584 287.5729
## [2560,] 5.8706155 186.17838 18909.8460 8.4942352 328.7473 427.1825
## [2561,] 6.4337262 176.85712 26755.7188 6.5334689 316.5415 505.1220
## [2562,] 6.0693639 200.91626 9323.2183 9.3875223 325.4670 450.4414
## [2563,] 6.6604619 229.33933 9632.7310 11.2993902 326.1570 439.1213
## [2564,] 7.5061115 188.22181 31920.5847 5.7143117 334.2433 436.3970
## [2565,] 5.8951456 192.04137 14704.9062 7.9057687 305.8077 429.7662
## [2566,] 6.4492367 218.90729 12812.5571 10.9086867 NA 421.2968
## [2567,] 8.5505255 209.68247 22377.2729 2.6544910 322.1560 413.6736
## [2568,] 7.1226374 183.40265 31295.9024 4.4250262 NA 411.6161
## [2569,] 8.5586631 214.10732 38767.7564 6.6080998 310.0150 382.6223
## [2570,] 4.6243043 121.03632 22981.7494 8.2970741 372.0374 260.5662
## [2571,] NA 143.09910 19290.5681 6.0843248 370.8695 486.0593
## [2572,] 6.0913827 192.12105 17279.9622 8.9270432 NA 413.2483
## [2573,] 9.6586620 240.34882 20269.7313 7.0507288 374.1817 567.7843
## [2574,] 8.1156245 200.09901 15513.0126 6.0461106 NA 421.0603
## [2575,] NA 209.16452 7845.4729 7.6691323 433.6943 421.6252
## [2576,] 6.9148682 206.24994 10343.3788 7.7712057 324.3832 521.3207
## [2577,] 7.3379244 188.79930 24266.5179 6.8448503 326.2547 500.3865
## [2578,] 7.7661145 212.31767 24145.3858 7.9258868 364.0814 464.1086
## [2579,] 8.4339748 240.07793 10823.3004 8.4189582 317.3014 426.1753
## [2580,] 6.8915492 184.07463 13376.6805 6.8664346 333.8025 508.6811
## [2581,] 5.9461608 190.55157 12767.6562 8.9397481 323.7428 499.9375
## [2582,] 6.3638364 207.42244 9844.7023 9.7659208 320.6307 466.5925
## [2583,] 5.3317993 149.95505 19693.9068 7.1461397 336.0119 285.9980
## [2584,] NA 232.60015 10634.0590 7.5581620 334.0500 542.2114
## [2585,] 8.4660134 224.17494 22523.1246 6.6688681 286.9439 330.0447
## [2586,] 7.4262740 192.14525 36990.9559 5.1011584 NA 590.5072
## [2587,] 11.2191347 237.58267 21871.7852 3.0743161 NA 374.0217
## [2588,] 5.7085174 187.08176 12193.6113 8.2885049 351.5733 577.4028
## [2589,] 6.5596279 152.11521 22624.0342 7.7611083 387.5188 393.8204
## [2590,] 5.6063152 190.33527 12308.2338 8.5487542 311.6802 399.6065
## [2591,] NA 183.21990 20311.4025 6.7908974 381.4590 344.9671
## [2592,] NA 187.01919 28988.7023 5.5880128 333.2190 478.7731
## [2593,] NA 223.89041 8722.1530 8.5694512 NA 375.1423
## [2594,] 7.5393378 227.31613 12610.9363 9.5075846 345.1392 343.2427
## [2595,] 8.8497027 197.77905 20129.3588 5.1824357 329.5021 356.4767
## [2596,] 7.6827625 211.66385 12723.3421 6.6723410 380.9456 360.1074
## [2597,] NA 172.96820 24445.9875 7.0326426 NA 571.6289
## [2598,] 6.4481910 181.58989 18460.6789 8.7278665 NA 353.6043
## [2599,] 10.1994127 256.70434 28703.7511 7.9405952 326.4627 552.1622
## [2600,] 7.7661867 223.05783 14945.2957 6.0268166 NA 482.4062
## [2601,] NA 191.30136 17540.5766 8.7797263 NA 323.8121
## [2602,] 9.7565776 244.46134 17940.0991 7.1490529 NA 337.7136
## [2603,] NA 159.39940 61227.1960 3.7135936 312.9763 377.0680
## [2604,] 6.4067978 182.88514 17851.0640 7.4627579 332.4867 398.7797
## [2605,] NA 253.05439 28864.9103 8.5243710 364.7495 479.6998
## [2606,] 8.4452192 228.52286 28966.5693 6.1798552 NA 361.7054
## [2607,] 4.1370449 116.33828 17101.9516 8.6522105 322.8923 360.6481
## [2608,] 7.6759136 233.30076 23673.1006 8.4074971 NA 232.6136
## [2609,] NA 243.68256 20976.7918 6.5022573 350.4499 487.5565
## [2610,] 5.7011010 170.49631 17121.5059 9.5360114 374.7759 378.8739
## [2611,] 6.3765764 177.50999 41243.0380 6.6699203 NA 486.8061
## [2612,] 5.5177373 190.66993 17638.3225 10.5258578 NA 461.9290
## [2613,] 3.8546177 131.39625 19639.7960 7.7535024 305.3829 456.5123
## [2614,] 7.5580763 253.84090 16642.8842 11.2243946 NA 555.9330
## [2615,] 7.3874338 214.29303 11694.6353 9.2736795 375.5056 356.8059
## [2616,] 7.7634151 193.72112 20019.2612 8.3443910 373.5978 375.0729
## [2617,] NA 205.55185 24820.4931 7.2268779 329.4044 386.3075
## [2618,] 7.5093502 192.46795 17045.6001 8.8158446 346.7418 266.3577
## [2619,] NA 119.88581 22331.2379 8.0515380 351.1614 472.0641
## [2620,] 5.0572705 155.48772 19003.9639 6.2508935 305.8498 518.1018
## [2621,] 5.8305420 165.46702 30021.2571 8.4330966 334.3978 494.1545
## [2622,] 5.8596905 163.49689 19231.0333 6.5416815 339.3715 468.3770
## [2623,] 8.8916741 184.86961 41801.4418 3.4095758 337.0471 461.0768
## [2624,] 10.1542191 244.20938 24755.9603 4.7113504 299.7975 387.5894
## [2625,] NA 227.43266 32102.1907 3.6468475 321.6711 433.2765
## [2626,] 7.6831565 221.57535 25475.8848 9.9149656 NA 372.8039
## [2627,] 7.4555412 225.31415 16242.0603 8.2041021 350.1081 331.6738
## [2628,] NA 217.94498 37820.0473 8.2993393 NA 367.5701
## [2629,] 4.8118325 150.45128 27547.8071 7.5695437 296.0022 521.5616
## [2630,] 5.7201365 182.44016 13463.8524 8.2539665 NA 401.5095
## [2631,] 9.9615031 276.69976 18743.2225 9.1607396 361.2212 457.5516
## [2632,] 3.2309731 120.78545 13691.0950 6.8359514 328.2403 261.4352
## [2633,] 10.1884327 286.56799 7105.8007 9.8405404 321.6861 437.8795
## [2634,] 6.2629073 185.98265 5157.0536 7.8043908 338.1954 570.2883
## [2635,] 7.3998114 229.77626 28630.9544 8.7117057 302.3158 437.3669
## [2636,] 9.2716685 256.27339 26912.2284 5.7667802 274.6461 467.7523
## [2637,] 4.7041837 169.94391 7028.8396 8.9870427 317.8298 289.5375
## [2638,] 8.6547927 218.17266 14799.3115 6.1640486 366.1480 416.8703
## [2639,] 8.0187719 228.11146 27405.3162 6.4913603 NA 494.6204
## [2640,] 8.1893634 229.60850 13197.5668 6.0079562 334.0543 605.4657
## [2641,] 9.3410918 230.43006 18254.1107 6.1139739 NA 294.5828
## [2642,] NA 228.25199 18593.2226 5.9052070 NA 475.2957
## [2643,] 4.8919600 153.50623 9559.5474 7.8470665 349.8244 496.8728
## [2644,] 6.0568178 211.76589 4440.2774 9.5073033 NA 316.9218
## [2645,] 5.6551174 146.76202 19271.9031 6.3914389 316.4956 469.8950
## [2646,] 7.8902634 164.70803 17645.0653 7.1413596 NA 634.1181
## [2647,] 11.9077398 298.09868 17083.1751 5.8789925 NA 400.3308
## [2648,] 8.8114722 270.20955 12138.4230 10.5205550 360.2956 437.5154
## [2649,] 4.1265813 113.02447 40528.8054 6.4899512 NA 392.1091
## [2650,] 5.7353587 149.17169 28628.1519 5.0730740 NA 465.5549
## [2651,] 8.0007758 237.51925 18419.1329 8.3233299 308.0063 396.3766
## [2652,] 8.7750475 191.52687 21768.6407 4.7510045 387.2456 435.5234
## [2653,] 8.3038310 222.95004 26030.6185 7.1089737 NA 368.2845
## [2654,] 5.0822414 191.76705 17739.1990 9.1117219 309.7875 413.1586
## [2655,] 5.8135465 184.03178 10112.2073 6.5369922 309.4512 441.5940
## [2656,] 3.4223942 141.30031 16017.6119 8.2147136 NA 580.8708
## [2657,] 5.9133749 148.60794 14467.7859 6.1590951 NA 427.0410
## [2658,] 6.7830237 236.27887 8213.7722 9.3328612 NA 501.0185
## [2659,] 6.8360599 205.66772 18321.3275 6.7128542 297.8372 494.4842
## [2660,] 4.8843882 136.55778 28392.4250 8.4404000 NA 386.1040
## [2661,] 8.3315532 238.99241 11635.7721 3.9232393 276.4023 406.2451
## [2662,] 7.8196592 225.10684 16403.9524 7.0933103 313.1681 413.2089
## [2663,] 5.4283569 167.01738 24930.1988 7.9670858 334.0870 400.3934
## [2664,] 4.5566567 156.42294 14400.7186 9.4612851 NA 483.7457
## [2665,] 7.3330034 189.44796 32358.5386 6.3463782 341.3464 490.6253
## [2666,] 7.1143867 196.53396 27022.7085 6.1767863 NA 497.5236
## [2667,] 6.3769505 170.22708 16079.3613 5.4338025 331.8569 311.7729
## [2668,] 9.3382350 248.37602 17416.8018 6.6658733 342.7208 505.6774
## [2669,] NA 130.55856 17429.5849 6.3176544 322.0596 524.6456
## [2670,] 8.9338776 278.23175 14179.6227 8.1282624 318.3565 335.2405
## [2671,] 10.6005900 274.96878 21558.3087 6.1128191 350.3637 331.1205
## [2672,] 6.8388167 196.19621 11877.2366 9.6246994 365.3488 363.8035
## [2673,] 5.6008765 183.57378 20411.6644 9.7537662 336.4048 368.3600
## [2674,] 6.1025333 179.39723 24196.2644 7.1553438 321.4421 525.9001
## [2675,] 6.4909230 189.03159 30453.6232 6.0601189 297.5128 476.9167
## [2676,] 8.5069791 197.74514 20098.1995 6.4565558 344.1273 555.9198
## [2677,] 7.4132883 196.45230 17465.3456 6.3091958 355.1648 300.9335
## [2678,] NA 252.40456 20197.2477 2.5622555 350.5478 454.9698
## [2679,] 7.5862358 190.89022 16409.9366 5.7390254 NA 402.7995
## [2680,] 7.1033484 249.58936 4425.4264 8.2117623 293.0787 268.4409
## [2681,] 6.1534959 163.20555 48175.8521 7.1538034 299.5668 344.7170
## [2682,] 2.3767681 129.86397 11684.1116 9.9748079 301.4297 503.9104
## [2683,] 7.5148357 215.43952 17017.4300 7.4170410 335.6525 483.6580
## [2684,] 7.4451893 225.39779 24741.5350 9.2484992 NA 402.1156
## [2685,] 4.8352977 136.29504 23031.2158 5.5601795 358.9331 567.4637
## [2686,] 8.3762797 248.13286 27824.1905 7.1005234 343.0580 433.4499
## [2687,] 7.9459091 213.06641 16769.8905 4.7453405 292.4192 478.1667
## [2688,] 8.7277789 202.41950 25521.8892 3.8302384 326.9079 461.9588
## [2689,] 6.0894308 207.26713 11339.1661 8.8883474 317.2791 531.7690
## [2690,] 7.1723231 191.38942 14702.0591 6.5571048 313.8663 525.0310
## [2691,] 8.3329535 236.53240 18881.7952 4.2756930 NA 384.7292
## [2692,] NA 231.97330 21460.8382 8.6734831 360.6722 375.0821
## [2693,] 4.5633706 152.90756 13490.6081 7.4999168 338.5849 524.1080
## [2694,] NA 181.08066 30050.4394 7.9756309 360.0869 378.1542
## [2695,] 3.6768450 173.67770 22581.2245 12.6533620 289.1268 599.7292
## [2696,] NA 169.35593 23133.6624 8.2478276 337.0479 330.3553
## [2697,] 7.8890797 208.40237 24974.6928 7.2962819 NA 453.1670
## [2698,] 5.5257685 188.15598 16113.0106 8.3069263 NA 363.4719
## [2699,] 4.8580556 159.69555 32886.5289 7.6893046 NA 337.3880
## [2700,] 3.2728201 145.49231 7408.9762 11.9960151 336.6878 433.7097
## [2701,] 7.1175787 186.19968 31528.9487 6.3870372 335.3489 380.5783
## [2702,] 7.8222574 200.00279 22411.0069 5.2835936 343.0804 593.4836
## [2703,] 4.3340578 155.82935 13351.4138 8.6039268 321.7870 387.5218
## [2704,] NA 214.03531 10039.5384 10.1301250 383.7543 487.4216
## [2705,] 8.8395839 246.06648 21179.7626 7.7176623 343.0474 753.3426
## [2706,] 5.2906669 160.43203 9265.1049 9.2720663 358.5471 464.5733
## [2707,] 7.8732717 182.64666 25337.1230 3.7150654 362.4846 315.1899
## [2708,] 7.1484409 173.27282 30656.1631 4.7378256 NA 525.8848
## [2709,] 6.4536052 175.47934 25257.6493 7.6265296 263.4013 376.5249
## [2710,] NA 189.82342 20278.3383 6.7999401 NA 314.8342
## [2711,] 5.6541189 171.75155 16431.2049 7.2834542 387.9046 419.0973
## [2712,] 7.6506832 239.49015 15326.9250 8.9278964 373.4363 425.3364
## [2713,] 6.4182031 173.44621 19617.3085 7.3964721 321.8653 391.6675
## [2714,] 6.8480001 199.77681 26296.9483 7.3391733 354.2506 397.5365
## [2715,] 6.9916852 152.97622 20389.5938 2.6483899 331.2529 460.1462
## [2716,] 5.9247995 111.47858 15413.8961 6.9000299 347.8618 277.5881
## [2717,] 7.5266804 192.16710 38468.4136 6.6163675 290.6417 449.3175
## [2718,] NA 233.06343 36640.3714 10.0002178 435.1152 337.6644
## [2719,] 5.3246414 142.80698 728.7508 8.4033164 NA 496.9976
## [2720,] 9.0383261 227.35766 34353.8397 5.5732773 231.0537 421.6645
## [2721,] 5.9459886 151.68580 12356.9056 7.8941203 342.0291 471.1221
## [2722,] 6.1950869 195.44316 19331.1940 9.1125582 342.8718 425.5029
## [2723,] 9.0628223 246.62970 27959.9262 5.6499706 308.7808 434.3954
## [2724,] 7.1374287 210.50275 17506.6088 7.3049282 301.6420 304.2395
## [2725,] 6.2320106 208.66817 12149.6967 8.5600393 NA 325.3447
## [2726,] 7.7808687 221.84449 40483.7304 6.1460984 302.3297 563.7200
## [2727,] 7.1500461 238.79823 14708.4742 8.6067743 450.9145 365.7391
## [2728,] 4.5741247 134.20129 22520.4186 8.1918271 403.3424 372.2001
## [2729,] 6.1793121 159.77326 21532.5192 8.0633346 272.4408 509.7721
## [2730,] 5.5663285 153.77551 14574.6611 8.0115497 NA 388.0504
## [2731,] NA 160.09509 26561.5695 7.1870217 322.0905 372.6235
## [2732,] 7.1851677 209.68314 24909.7831 6.6910696 NA 501.7854
## [2733,] NA 160.91581 13943.2450 8.3997300 380.7685 344.1542
## [2734,] 6.9904527 225.92345 17679.3511 7.2488667 377.8680 527.2058
## [2735,] 5.8107421 151.87617 25419.5517 7.8741665 313.3648 494.1530
## [2736,] 7.4441659 211.44632 20003.4977 7.2383015 NA 524.6452
## [2737,] 4.3748776 144.23718 17384.2572 8.8984362 NA 402.2712
## [2738,] 6.6025398 174.63298 21607.4832 6.5813272 308.9314 657.5704
## [2739,] 6.8574938 233.21057 22603.6495 6.6270590 368.1058 412.4347
## [2740,] NA 176.77219 19486.1911 7.9601329 412.4073 276.5886
## [2741,] 6.7898208 197.30001 22527.6812 5.1669423 399.9818 422.4820
## [2742,] 8.5603493 244.79671 14254.6613 7.4539002 315.9711 500.5866
## [2743,] NA 113.17596 9943.9298 6.3371379 354.2976 415.3383
## [2744,] 8.2770582 242.55925 12715.8143 5.1287325 371.3027 561.7612
## [2745,] NA 157.78155 13711.7233 6.1339351 NA 289.7467
## [2746,] 6.9212570 158.29206 31177.1334 6.9789933 NA 531.6574
## [2747,] 5.6369236 159.13941 27283.7807 6.9187265 328.9073 317.8310
## [2748,] 6.6075033 231.56580 26420.8096 9.5778203 418.2409 443.3158
## [2749,] 4.9514135 153.21215 20117.3591 8.9855718 391.0690 418.3302
## [2750,] 5.9131329 184.39316 40847.7601 7.0418277 331.9600 563.4100
## [2751,] NA 232.46873 15873.0344 6.3654688 313.2636 365.6265
## [2752,] 5.7962369 156.34709 15671.1193 8.4088316 NA 571.6137
## [2753,] 5.0396731 154.41833 23027.5498 7.7598434 422.7691 490.3328
## [2754,] 6.1635190 185.79032 37282.5225 8.2408318 NA 411.1836
## [2755,] 6.3391428 167.41971 16364.1594 8.0959914 312.3941 372.5116
## [2756,] 7.6106728 193.66187 20511.6208 6.6543318 NA 394.5954
## [2757,] 5.7820790 200.40479 25366.1207 9.2700662 NA 525.5330
## [2758,] 6.4515035 179.52893 7990.8915 6.1968765 377.2698 386.5418
## [2759,] NA 179.57809 47591.2832 8.0973017 NA 548.8705
## [2760,] 6.9204487 196.31940 39251.1821 8.4937843 317.3823 487.5044
## [2761,] 6.5491876 212.92214 19236.0125 7.9601900 NA 424.3980
## [2762,] 6.3932313 185.83616 17258.1140 7.3299989 330.1321 326.4271
## [2763,] 6.1002454 160.60823 13886.8097 7.5427753 366.6888 449.9483
## [2764,] 6.3594313 208.20302 23347.1727 9.0003955 NA 336.5856
## [2765,] 6.2724750 190.20071 14642.2055 9.7345125 399.0529 448.5683
## [2766,] NA 161.25033 23469.2209 8.3928321 NA 448.7880
## [2767,] 7.4938439 197.33129 26678.3929 7.1984346 269.8923 375.5031
## [2768,] 7.6352647 205.06763 17796.3746 7.1567379 306.8003 370.5610
## [2769,] 9.0976174 263.82412 38413.0571 7.6343621 274.9590 437.2635
## [2770,] 8.0401442 224.86348 6879.7647 8.1369306 418.9550 360.9577
## [2771,] 7.2969089 149.07950 15931.4292 6.5500963 276.0133 367.9048
## [2772,] 8.2268080 191.27868 16472.1923 6.8639271 NA 354.9262
## [2773,] 8.0141831 244.12010 30566.7675 7.7144466 307.9875 309.9304
## [2774,] 9.2528934 236.09879 12855.3462 5.7849758 276.2863 329.9228
## [2775,] 7.2881127 216.61247 18979.9817 7.6685104 358.9786 384.6950
## [2776,] 4.8654443 114.46390 32858.4831 7.4730702 365.3011 533.3032
## [2777,] 4.7628287 153.29702 22777.5321 6.8417207 NA 522.7362
## [2778,] 5.1415069 111.99403 11288.6347 5.8417499 389.2257 315.2297
## [2779,] 4.8863798 159.31797 38633.3052 8.3701793 375.8992 448.0509
## [2780,] 9.4541194 224.81713 21379.9639 5.4076917 227.6656 431.6130
## [2781,] 7.0005232 219.44264 26012.1303 6.2808868 395.2413 483.3199
## [2782,] 8.3239822 262.21859 21292.8288 7.0769440 350.3257 538.7923
## [2783,] 6.6431587 188.91354 32873.8200 6.7915094 333.8488 336.5615
## [2784,] NA 208.20453 17835.3090 8.9303300 351.2150 278.2606
## [2785,] 6.7586565 190.33728 20666.4532 6.7836602 NA 484.6087
## [2786,] 8.6288934 186.63771 13688.0743 6.2890361 254.3588 392.7069
## [2787,] 9.7947178 254.42507 12490.5583 5.9924804 291.1973 576.0461
## [2788,] 5.3760783 185.54048 36026.4016 9.6499434 343.4866 347.5651
## [2789,] 5.6033260 207.89719 36873.5580 7.6313458 404.6729 511.4375
## [2790,] 8.5924177 228.67604 33013.4798 8.1723563 NA 328.5584
## [2791,] 7.2667815 178.25771 27468.6817 6.0439593 314.3906 400.6250
## [2792,] 8.0646528 214.81668 27172.8936 6.3691754 253.4812 490.2804
## [2793,] NA 222.26872 18406.5942 8.1839883 NA 395.4488
## [2794,] 6.3364565 185.68000 25927.2654 8.1993185 321.8177 490.9724
## [2795,] 6.1663482 210.08656 37922.9056 6.7602207 NA 217.3583
## [2796,] 4.5333991 169.73522 30301.8567 7.0749067 413.1022 385.6561
## [2797,] 8.9516521 205.89235 15189.3278 3.0160326 283.8677 406.3092
## [2798,] 7.2107737 163.04728 14230.4191 7.3529406 324.0957 441.5241
## [2799,] 4.2382825 134.88951 29344.8445 8.1808742 351.2374 402.4272
## [2800,] 8.2640905 216.55189 23556.9344 5.8306853 333.5005 450.8575
## [2801,] 7.8933127 220.34832 14444.2896 8.0374000 300.1522 339.0661
## [2802,] 4.8555878 145.79037 14905.2559 9.8296747 392.6675 459.2880
## [2803,] 5.2304540 152.09417 24790.7246 6.3087295 388.9981 307.9181
## [2804,] 7.0172954 170.13245 20169.3443 5.2162801 378.2270 512.7684
## [2805,] 4.9419722 166.71044 19806.4113 8.0318649 426.1575 352.0391
## [2806,] 9.6382223 226.47022 30739.6891 6.8494013 NA 278.2514
## [2807,] 7.3373998 176.75350 18543.4994 7.1270778 278.3612 427.9307
## [2808,] NA 241.06693 22656.7146 7.2938228 NA 315.6043
## [2809,] NA 181.63015 22665.1385 7.2210679 NA 521.8735
## [2810,] 8.2575965 208.40417 20109.0263 6.2305818 235.7710 528.0687
## [2811,] 8.3152676 229.75745 15077.8503 7.0535033 NA 446.9549
## [2812,] NA 114.73354 13677.9940 9.9812005 441.8268 524.0004
## [2813,] 7.1715936 250.22530 22431.0270 7.6976749 NA 462.7670
## [2814,] 6.9412789 180.81772 15433.1348 7.1401220 325.5159 480.8785
## [2815,] NA 256.93638 13766.3308 5.0838659 290.3110 384.9065
## [2816,] 6.8885476 179.63248 30722.2982 6.5793281 284.8857 393.4932
## [2817,] 6.8331110 178.65807 31461.1968 7.9428572 302.5354 415.0974
## [2818,] 8.2479581 195.53954 28327.1673 5.3782860 281.2299 588.6992
## [2819,] 8.9223798 278.61945 21963.4760 8.1056385 334.0537 385.8748
## [2820,] 7.3560568 234.78230 31409.0640 7.3955297 283.5096 428.7531
## [2821,] NA 168.40952 26148.5379 9.0304399 424.3021 445.3459
## [2822,] 9.7527032 269.64038 10194.3254 7.9780440 298.0825 580.0035
## [2823,] 6.8441418 184.39304 41408.1148 6.4599873 NA 398.0468
## [2824,] 6.9107651 242.09134 7764.4380 8.0458698 440.6355 487.9323
## [2825,] 8.8018460 205.40783 13121.1719 6.7017666 263.4827 399.2836
## [2826,] 6.2831036 236.82321 26188.1622 9.3643612 328.5035 470.8216
## [2827,] 6.3540381 227.23290 16174.4337 7.5674186 411.2853 355.5273
## [2828,] 5.9287673 192.04842 19240.0582 8.9868627 400.1642 459.2610
## [2829,] 6.8236420 170.32817 14053.2207 8.1206314 NA 544.0111
## [2830,] 7.3422312 198.16880 35273.9762 5.2688072 300.4059 448.1517
## [2831,] 7.1460197 195.92210 22445.1733 6.6520355 NA 484.4430
## [2832,] 5.0893878 147.99527 39659.8769 8.4248778 NA 498.7009
## [2833,] 8.5942173 228.16090 29706.2342 5.9244600 257.1487 517.8447
## [2834,] 8.1494373 220.20373 23978.1077 7.3841261 360.4140 461.8045
## [2835,] 9.2715785 274.02139 38886.3877 8.0459913 244.0863 504.6168
## [2836,] 7.0216175 203.20120 12352.8111 6.8457440 380.8041 435.6744
## [2837,] 7.8333610 249.34005 13394.7316 8.3416698 393.1379 443.6291
## [2838,] 6.6437344 202.41364 14110.9210 8.7541100 340.9756 291.0847
## [2839,] 6.7614137 216.53250 32156.8194 8.7230642 343.6011 526.3252
## [2840,] 7.2434822 196.98238 29772.0192 6.4972008 NA 322.3652
## [2841,] 7.9906582 211.28634 26951.8627 7.5107757 NA 638.0002
## [2842,] 7.6125168 225.49279 14812.9706 7.9825952 356.6902 341.0749
## [2843,] 6.0809929 182.41399 31321.0824 7.6242386 318.7228 498.4541
## [2844,] 7.8884245 269.57291 15761.8714 8.1734747 NA 490.8951
## [2845,] 6.6588336 182.38956 16828.8806 7.0712992 355.8969 434.6590
## [2846,] NA 208.30383 23495.3075 5.8003400 274.9753 465.3309
## [2847,] 7.2229976 179.56029 21314.8698 5.8647167 NA 435.5739
## [2848,] NA 194.71397 40611.7133 7.4231921 290.3323 517.6269
## [2849,] 6.4277206 166.85024 12215.4091 7.6967514 376.2826 352.7454
## [2850,] 5.0233808 136.97688 15040.8415 7.5880213 409.9187 454.8848
## [2851,] NA 192.05766 25795.6936 6.1168634 318.9266 509.0628
## [2852,] 8.1639996 195.21250 27414.8991 5.4124814 231.7242 529.6818
## [2853,] NA 202.88243 17505.8527 7.1043658 310.5328 429.2899
## [2854,] 5.2721565 181.73288 19015.4683 9.0130162 446.7240 390.0120
## [2855,] 6.9030743 206.92250 17947.9881 7.0480173 NA 601.9852
## [2856,] 7.4665584 212.81603 16679.6736 5.4362642 366.6013 358.9096
## [2857,] 7.3976507 260.08338 26730.6353 8.0769954 361.1132 376.4822
## [2858,] NA 154.92597 30037.2216 5.7965710 252.0673 311.7500
## [2859,] NA 226.31858 18465.2650 6.0263039 358.6972 366.9263
## [2860,] 5.5395337 200.71168 21021.4183 9.8273090 390.5542 437.3417
## [2861,] 7.3761611 199.17016 17181.0088 6.6024517 388.0285 357.3729
## [2862,] 9.3186139 317.33812 24497.8739 7.5974517 357.1672 476.5104
## [2863,] 6.7019409 168.74541 17176.8790 6.3909660 330.6747 404.9307
## [2864,] 5.5475763 182.64474 27417.9980 9.5860902 378.5261 596.6505
## [2865,] 9.0018229 263.51419 15379.9128 6.4736738 355.0064 561.6870
## [2866,] 9.1307689 266.74496 9929.1948 6.0119642 352.1532 542.8068
## [2867,] 4.0779205 185.85233 9975.6013 10.7584644 NA 307.8776
## [2868,] 7.1252111 209.74677 16701.5660 7.4587415 320.5009 404.7046
## [2869,] 13.5412402 187.60679 13475.9128 6.7560548 NA 411.2645
## [2870,] 7.1712237 199.16018 13163.0313 5.7625224 351.2781 436.6024
## [2871,] NA 176.38665 26003.1633 7.8092512 358.4298 336.1420
## [2872,] 6.9777441 166.84557 18622.4448 6.6097062 353.3399 333.9686
## [2873,] 6.3571667 191.13551 14782.8042 6.1544479 NA 527.9326
## [2874,] NA 231.30513 15629.7623 7.0180668 297.7489 406.3404
## [2875,] 8.3394368 175.59674 12629.8530 6.9763135 NA 452.3375
## [2876,] 6.2769565 178.26391 25590.6802 6.7487025 NA 445.1861
## [2877,] 10.9474726 146.88304 27671.5226 7.2791372 NA 376.9038
## [2878,] 9.8717912 114.37145 27912.9083 8.6602688 340.0463 490.4518
## [2879,] 4.3171874 225.51457 27163.4579 6.8881355 325.9337 446.3413
## [2880,] 4.2275374 201.44749 13122.3296 6.9325579 374.8435 402.6608
## [2881,] 4.1400771 253.59984 40626.8478 7.7545326 265.4687 432.5112
## [2882,] 5.3499973 193.80812 31795.6256 8.2178194 327.2334 431.4760
## [2883,] 7.5780143 204.73048 19944.5731 6.1926529 NA 517.4831
## [2884,] 7.7101379 174.35058 31017.2394 8.2122343 269.8598 437.5141
## [2885,] 8.3307433 198.99580 28919.8118 7.4362137 304.2938 429.2255
## [2886,] 6.5109723 188.88292 20081.7454 6.5596978 368.9857 367.9346
## [2887,] NA 206.03629 8667.7202 6.3299521 353.5294 599.5460
## [2888,] 6.9343106 228.19448 13901.6447 6.0455029 281.5521 403.2151
## [2889,] 8.6186538 257.59588 11595.3550 6.3999333 NA 343.7400
## [2890,] 8.4609640 236.83178 13158.8484 5.4782757 NA 547.9117
## [2891,] 4.0042483 210.48601 32821.8501 6.8684384 NA 354.4395
## [2892,] 3.7620976 196.02426 45050.0023 8.7255821 324.1462 493.2265
## [2893,] 3.7951329 178.43292 27179.4048 6.4810189 NA 365.4917
## [2894,] 5.6607363 232.74985 16488.0175 6.2629329 294.2103 385.7481
## [2895,] 9.3961484 224.75396 25825.3870 7.3912993 301.6151 503.7937
## [2896,] 13.3498886 152.77646 18464.9008 6.7179726 334.8641 450.8464
## [2897,] NA 184.68839 20857.9082 6.4629458 322.6806 395.7856
## [2898,] 7.8179013 221.08971 13742.1460 6.3737374 287.6985 460.5992
## [2899,] NA 220.89270 7460.2473 4.9875371 NA 320.3548
## [2900,] 1.4317816 228.13038 12937.2469 6.2147728 319.7341 495.3799
## [2901,] 6.9700367 182.88859 32037.6055 7.4127654 376.9519 325.7924
## [2902,] 10.8518603 166.74195 12887.1938 7.7019317 NA 589.6281
## [2903,] 6.5880073 244.94322 23898.9745 6.7809361 273.7366 330.9148
## [2904,] 9.0043522 222.48978 16544.8275 6.1240952 NA 411.1936
## [2905,] NA 161.57889 11582.4626 6.7204733 NA 393.8378
## [2906,] 4.3282825 192.16632 30592.5488 7.4258941 327.3034 543.7160
## [2907,] 7.4178239 243.30469 320.9426 4.5986699 336.0980 361.1018
## [2908,] 3.2616698 190.95736 28760.0068 7.9295395 NA 424.2128
## [2909,] NA 239.75793 12318.4039 6.4077331 259.1221 481.9799
## [2910,] 7.9288313 231.25222 17444.8144 6.2917980 NA 389.0057
## [2911,] 7.9753299 165.71424 17182.4504 7.0021920 383.2667 363.8536
## [2912,] 9.5041578 195.10924 19946.2647 7.4676849 300.6795 382.4730
## [2913,] 5.1587226 119.09384 33892.2460 7.5721754 407.4768 325.2026
## [2914,] 3.9234736 227.70554 24200.3535 7.0008754 NA 292.3902
## [2915,] NA 193.46221 13852.5319 7.1457017 358.9566 480.3107
## [2916,] 5.8497783 229.93669 27435.3066 6.5749576 277.0330 596.4032
## [2917,] 5.8908704 184.05576 34920.0393 7.4013668 343.7916 281.5445
## [2918,] 5.9634792 223.03164 24435.6421 6.2212920 305.9470 284.4970
## [2919,] 6.1067596 211.45449 39430.3078 8.3168974 348.7767 389.5914
## [2920,] 6.8989325 209.63642 15422.2209 6.8849184 293.5620 396.8112
## [2921,] 8.0918123 200.97330 26472.6918 6.7256802 NA 432.1899
## [2922,] 7.6119824 190.66280 9138.0293 5.2242563 329.5807 577.4447
## [2923,] 8.8869793 180.56397 26062.4472 8.8089634 327.2236 378.6589
## [2924,] 6.5320973 163.39624 8240.8127 6.6415434 402.8368 601.0330
## [2925,] 7.8339805 203.16941 11174.2748 6.2465025 394.8908 338.2311
## [2926,] 11.5631691 174.94286 19359.4288 6.4956193 332.4465 366.3127
## [2927,] 6.7828685 196.18256 25366.7979 7.2003584 312.4266 435.0946
## [2928,] 8.2887655 211.45274 11234.0415 6.3855105 360.8433 525.0886
## [2929,] 0.9755780 221.20411 31145.1107 7.6155834 333.6778 439.1128
## [2930,] 7.5289804 225.34099 8129.7349 6.3054723 309.2312 379.3393
## [2931,] 9.7646581 119.16401 38781.4574 9.3346321 380.2306 512.3318
## [2932,] 10.1916652 211.56690 13630.0473 6.5244763 297.0491 468.3714
## [2933,] 2.9251743 260.45804 39233.0988 7.6701495 303.4021 403.2437
## [2934,] NA 200.66193 29513.8049 7.9663002 347.5414 476.2016
## [2935,] 6.6577936 205.54318 18844.0370 6.7342281 363.3979 555.8990
## [2936,] 7.0052301 219.92200 26597.5864 7.3510215 333.5837 379.5988
## [2937,] NA 178.08044 35044.3713 7.7600273 357.0828 381.6451
## [2938,] 6.2278419 183.30905 38976.0352 8.2473329 NA 531.6307
## [2939,] 6.3927605 216.67554 19323.6773 5.9064055 283.2055 358.1745
## [2940,] 6.0880225 162.27836 23567.1329 7.6985817 372.8351 387.9706
## [2941,] 3.9613890 173.02964 24028.4054 8.0056310 391.0023 444.7943
## [2942,] 4.2751597 229.44311 26098.6380 6.5252027 281.8968 508.7921
## [2943,] 7.3019035 224.46780 23565.1784 7.5540474 280.1295 487.3333
## [2944,] 10.8934847 177.73436 25702.5187 7.6598301 312.3993 383.1996
## [2945,] 6.7980975 198.11638 35883.7801 7.0518136 NA 470.4935
## [2946,] 11.4967025 195.98949 14158.1573 7.2352240 311.9651 357.5226
## [2947,] 5.8082386 195.51452 43110.5037 7.3688192 281.9189 325.8314
## [2948,] NA 183.52111 20461.2527 7.3332122 333.1195 356.3690
## [2949,] 5.6793305 182.14527 17909.1156 7.5385921 NA 546.8951
## [2950,] 7.7833056 196.81595 24789.3547 6.5484975 331.0368 372.7650
## [2951,] 6.3164705 187.03012 32651.8028 8.1491775 314.2083 463.3412
## [2952,] 8.6053745 217.04313 22970.9573 7.4099568 NA 264.6995
## [2953,] NA 162.97856 26281.2978 8.5236706 369.8627 403.6000
## [2954,] 7.0575526 177.67431 13129.1498 7.3123524 367.3285 393.7405
## [2955,] 4.8501042 186.67618 32808.3075 7.4962625 293.7579 392.7005
## [2956,] NA 202.61437 31606.3488 6.4645812 NA 380.9747
## [2957,] 4.5609165 165.77312 22939.1444 7.9882319 352.7935 323.7833
## [2958,] 9.1308281 209.74304 11643.6635 6.5946823 326.3946 509.6618
## [2959,] NA 185.12200 16110.1836 6.4444349 355.5674 386.5086
## [2960,] 4.2335586 194.97504 22185.7640 7.1168093 377.8469 355.8171
## [2961,] 5.5710197 189.72823 26138.0976 8.8327620 361.8555 434.0513
## [2962,] NA 155.31756 22911.6145 8.3158159 409.5864 424.7797
## [2963,] 8.5271425 217.39478 3413.0816 5.6700274 337.6311 615.6112
## [2964,] 4.5708544 194.96795 44260.1912 8.0304517 NA 460.7791
## [2965,] 8.9037338 194.21628 13319.4957 5.5668958 323.4244 317.3492
## [2966,] 9.4599305 222.89466 14450.1757 6.7909139 293.7463 433.1450
## [2967,] 6.0402817 139.77087 20472.8746 6.8109778 357.5933 488.2749
## [2968,] NA 171.16665 20412.2839 6.8963180 367.1895 354.2703
## [2969,] 4.6634922 170.95183 41452.6256 8.7257654 362.4154 378.1490
## [2970,] 5.7263362 191.75229 35899.2803 8.0666540 378.7746 307.9876
## [2971,] 10.9331107 162.42492 18846.6349 7.0852608 NA 593.7258
## [2972,] 4.2815221 188.78358 22330.4668 6.9576762 325.1608 306.6925
## [2973,] 7.9484884 197.59454 23602.1878 7.0984583 NA 394.7680
## [2974,] 6.8256470 176.84106 12838.9144 5.7924247 393.7986 447.2891
## [2975,] 7.2853712 169.14919 17375.9707 9.4046873 394.0924 373.1903
## [2976,] 5.9849412 180.77656 33244.5556 8.0865170 364.7064 392.9710
## [2977,] 5.3689883 250.66092 15973.6869 6.4162983 277.1519 334.8200
## [2978,] 4.0165902 255.61657 28612.2661 7.3405950 290.6907 442.3851
## [2979,] NA 254.12539 9959.1350 4.0085841 NA 364.8063
## [2980,] 7.7190008 196.00752 13939.2940 6.9355507 345.6537 423.2035
## [2981,] 5.9837313 221.55738 18438.8234 6.6543723 316.7790 443.5439
## [2982,] 7.7326017 166.98683 18445.7435 7.1728509 NA 453.3856
## [2983,] 8.8478807 190.70085 11705.0723 6.6633971 380.5925 386.4642
## [2984,] 7.5618329 170.17516 23254.0096 7.5833268 328.7026 397.5880
## [2985,] 8.7585601 174.72869 25564.7676 8.0702546 NA 371.9152
## [2986,] NA 188.44547 28791.6144 8.0403564 382.0095 422.2349
## [2987,] 3.8329174 218.72384 23535.0289 6.4754021 352.5059 421.1835
## [2988,] 3.7301280 230.29946 16892.8957 6.9971716 323.5205 456.9057
## [2989,] 5.8015713 201.89247 15327.8797 6.8606474 328.9326 281.0850
## [2990,] 3.6784318 187.49670 23103.4104 7.1451448 NA 350.5405
## [2991,] 5.1435875 180.38262 32740.5647 7.9888926 328.4374 389.2421
## [2992,] 6.6282562 198.86574 15911.3575 7.5179059 342.0159 437.9186
## [2993,] NA 196.08356 18592.0839 7.2454364 321.8140 552.8790
## [2994,] 3.1020756 198.48865 45148.8081 7.8216504 324.6441 427.2168
## [2995,] 4.4975851 193.93651 27768.3829 6.9063478 330.4307 556.0329
## [2996,] 5.5841244 203.75643 29999.9870 7.2133287 310.6603 366.5581
## [2997,] NA 205.06588 16034.4537 7.1360081 397.4697 459.2984
## [2998,] 10.3312733 166.45978 15824.8227 6.3963645 361.1562 376.1021
## [2999,] 9.1307959 200.03235 28273.6032 7.4975264 NA 453.8736
## [3000,] 4.6188508 199.31891 27174.6876 7.2185879 371.0569 312.2814
## [3001,] 6.9312442 207.58895 24359.4704 7.2220043 313.8197 477.0630
## [3002,] 5.6021586 264.57352 29860.2758 7.0145283 NA 530.2048
## [3003,] 7.5205189 228.56261 22160.8197 7.4737985 NA 545.1467
## [3004,] 5.5824698 172.33158 23512.8380 8.0113162 364.4834 452.0808
## [3005,] 7.9927496 193.60914 14610.4128 7.2189040 332.4688 468.6030
## [3006,] 8.2103580 210.22211 22619.2399 7.5679877 NA 361.6144
## [3007,] 9.9019306 206.74647 13180.6778 5.8788346 NA 426.5348
## [3008,] NA 191.25866 14064.8992 7.0369493 361.1550 399.8387
## [3009,] 9.4058751 149.30830 27180.0572 7.8673095 NA 398.8062
## [3010,] 9.5878950 195.83711 11351.8619 6.2674757 366.4289 323.7949
## [3011,] 4.6332025 208.90804 29307.1289 6.1255852 304.0318 456.2148
## [3012,] 6.9011110 154.47409 21103.3032 7.9287002 376.0011 450.2530
## [3013,] 7.7955576 136.09068 26484.5153 7.5553205 426.5000 471.4134
## [3014,] NA 215.43192 19909.9388 6.9026282 299.0864 371.4829
## [3015,] 0.0000000 214.84614 49456.5871 7.8975390 NA 583.4488
## [3016,] 8.3982611 177.34721 18003.2573 7.3909240 NA 498.3654
## [3017,] 6.2551497 153.64049 24316.1633 8.2115951 367.3445 295.0425
## [3018,] 11.4968589 186.12530 12253.3034 8.0669799 325.4093 260.5318
## [3019,] NA 200.71721 40581.4868 6.7599807 263.8765 283.1720
## [3020,] 9.3473446 201.63284 13749.5960 7.3337421 322.0447 512.4463
## [3021,] 11.6211401 203.73037 15102.2374 7.8164150 NA 447.0452
## [3022,] 10.3376709 163.27623 21820.2959 7.8995209 356.1796 561.2062
## [3023,] NA 196.05174 21919.4702 6.7302765 359.7014 401.7313
## [3024,] 5.2879828 245.02346 27733.7131 7.1350634 238.8440 464.0748
## [3025,] 7.6175241 179.59619 30308.2312 6.9526169 329.4224 355.4255
## [3026,] 7.1491246 202.58254 23158.3891 6.0678120 302.0027 301.9842
## [3027,] 8.6513897 154.54695 15901.2852 6.5109801 419.2163 444.8436
## [3028,] 5.2900044 174.73842 28697.0048 8.6067898 317.0165 480.6804
## [3029,] 5.3695842 170.83519 27199.6420 8.0658857 376.0556 401.8330
## [3030,] 8.7472715 198.71223 30348.2437 7.3244982 NA 333.6393
## [3031,] 8.0403923 200.63758 12999.1448 6.6963558 356.8700 394.0177
## [3032,] 8.5504278 206.52257 10453.0873 6.4820093 326.1255 347.8243
## [3033,] 7.7393257 207.76433 30412.3723 7.8139666 289.4136 273.6971
## [3034,] 7.1045949 201.62712 18093.9722 8.4741231 361.6292 348.7329
## [3035,] 6.9882062 144.20954 33357.5159 6.7719445 NA 409.0068
## [3036,] 7.8697819 184.06617 18608.6563 7.4110347 NA 364.5776
## [3037,] 8.8596960 194.55648 20231.5176 6.5196585 332.3499 476.2317
## [3038,] 7.3975440 184.84092 19797.1085 8.4220000 387.1903 428.4148
## [3039,] 5.1748960 205.51902 12871.5512 7.0995989 365.6844 501.1940
## [3040,] NA 184.21824 32328.5383 8.3812315 NA 452.8903
## [3041,] 5.4709818 191.81305 36435.7935 7.3696495 323.1200 383.8711
## [3042,] 6.7118146 232.20643 23936.2753 6.6190879 NA 463.5103
## [3043,] 4.9331061 162.18438 27771.0801 7.7577016 317.9354 493.3041
## [3044,] 6.2608916 188.06181 33809.2247 8.1413012 341.4980 522.3012
## [3045,] 7.6935552 224.39304 21856.1452 7.0414403 275.2720 404.8239
## [3046,] 5.6228071 194.46324 16119.3402 6.9079870 336.6482 408.4591
## [3047,] 6.1748843 193.02796 23006.2422 8.0983123 340.2534 297.1126
## [3048,] 5.0394068 194.40417 19336.6081 7.1947650 339.2321 515.8072
## [3049,] 7.7569392 219.57622 16478.0714 6.9505412 NA 362.7492
## [3050,] 9.8099964 139.11870 16819.4232 7.7919820 361.0280 438.1792
## [3051,] 8.4795928 200.76568 14901.8081 7.3795061 NA 485.0932
## [3052,] 8.8628679 181.66540 17465.0959 7.1317035 356.4819 529.0860
## [3053,] 6.1557386 166.29292 30284.4949 8.9958960 NA 351.6267
## [3054,] 7.2872864 219.69512 18085.5028 6.0105688 277.3297 406.5648
## [3055,] 9.0658942 164.67480 20260.4037 7.5881750 304.5675 408.9013
## [3056,] 9.3145224 203.34165 23087.2177 6.4370705 297.5668 373.0442
## [3057,] 9.7599378 182.75080 19945.3683 6.7192566 NA 343.5970
## [3058,] 7.9854064 200.13470 17583.0803 6.7717288 296.5698 377.5842
## [3059,] 8.1083508 202.51019 26730.1926 8.3951294 323.9518 368.4550
## [3060,] 8.2430910 214.53299 29461.0238 8.3151296 NA 514.4900
## [3061,] 10.2893796 162.78025 18869.2121 6.9064965 344.1876 585.6796
## [3062,] 3.9890321 216.07614 40175.2061 7.4874228 309.8008 399.0472
## [3063,] NA 209.53170 44982.7342 8.8980240 NA 349.3852
## [3064,] 8.5196390 190.99496 14578.9613 6.6026935 NA 498.5336
## [3065,] NA 169.54741 20004.7336 6.4376749 NA 349.8650
## [3066,] NA 223.37668 20992.2817 7.7604081 340.3658 332.4880
## [3067,] 4.4953577 234.19192 14080.8337 6.3406824 296.3142 382.4081
## [3068,] NA 193.09126 17777.1001 6.0879491 NA 543.1150
## [3069,] 5.6205334 226.98784 27852.0974 6.5214708 309.2281 414.0615
## [3070,] 8.5529937 199.59978 10452.7244 6.5879335 NA 316.2575
## [3071,] NA 216.23798 20886.7866 7.3263701 303.4987 269.8175
## [3072,] 10.2099558 148.37923 18413.0968 7.4079672 390.6190 410.5682
## [3073,] NA 205.23363 21829.2731 6.6770571 331.6746 338.5678
## [3074,] 6.5882080 179.69915 35263.6124 7.4453431 NA 527.4493
## [3075,] 8.5583888 198.88887 8535.4030 4.7966658 321.4035 453.5712
## [3076,] 8.4269064 159.69025 19576.5304 7.6643752 344.1451 390.6909
## [3077,] 7.2075386 174.80517 15796.3997 6.9540413 NA 555.5962
## [3078,] 10.2276897 225.91912 9546.1292 5.8996764 313.9873 372.5328
## [3079,] 11.3905431 145.34194 16175.2219 6.6138647 NA 553.4889
## [3080,] NA 199.38309 5576.6283 4.9988437 341.0883 388.2493
## [3081,] 6.5800433 220.57547 27668.4857 6.1980690 NA 474.6277
## [3082,] 10.8178311 141.48839 23989.9902 7.9620665 389.3929 361.6321
## [3083,] 5.0936751 251.31378 30245.9570 6.7188297 267.0261 271.6307
## [3084,] 5.2642838 142.53413 25556.0531 6.6007870 416.2628 443.7592
## [3085,] 7.9712987 151.03293 29827.7940 7.6621539 405.8299 376.9122
## [3086,] 8.3503510 239.81600 17177.7888 6.1089474 272.8447 294.8761
## [3087,] NA 184.61485 22289.7271 7.1674048 392.4622 409.4910
## [3088,] 4.0320605 200.06797 14720.5448 6.4826786 NA 519.2134
## [3089,] 2.1285314 192.69642 24905.2845 7.7577698 383.5199 473.5501
## [3090,] 9.8420563 217.89677 6785.1453 6.0288982 333.0735 432.3324
## [3091,] 7.6646281 150.66721 33918.0408 8.7462954 406.4761 436.3356
## [3092,] NA 233.99317 27197.3024 7.2974525 301.8488 490.7662
## [3093,] 7.2603197 194.24774 8127.0713 6.6740318 394.5558 312.3490
## [3094,] 9.5378786 200.55751 20044.2063 7.0786895 303.9193 335.5548
## [3095,] 1.9853834 216.48002 23039.3285 6.7692676 344.0143 341.0784
## [3096,] 7.2489912 184.07103 33123.4430 7.1861733 322.3657 345.3566
## [3097,] 6.9682090 178.21731 39995.1863 8.9306890 337.0649 393.6770
## [3098,] 6.1505530 212.81938 15017.7473 5.5444355 319.4950 279.4471
## [3099,] 6.3007555 179.45279 25668.1990 8.9315308 341.4930 458.8354
## [3100,] 6.9207996 218.09861 13477.3816 5.6598371 NA 302.4124
## [3101,] 6.4818903 179.91971 34698.6212 8.5384917 338.0123 504.3972
## [3102,] NA 208.93146 16429.9079 5.8732771 310.9856 364.9195
## [3103,] 7.3095965 193.47260 19343.1495 7.6640606 306.6855 426.5619
## [3104,] 5.9672742 187.08508 30846.5855 7.2811055 339.0637 323.9627
## [3105,] 8.6312700 164.37117 14880.6518 7.2782632 350.9516 444.1081
## [3106,] 9.1726245 165.68755 11319.1062 6.6188528 372.5547 420.4291
## [3107,] NA 156.77318 23084.0666 7.2697950 334.9561 378.2539
## [3108,] 3.3376290 216.25709 42310.8275 8.1306633 NA 352.2641
## [3109,] 11.4497393 186.65265 12355.3441 7.0655763 321.8315 503.9641
## [3110,] 6.2836788 205.37662 19905.4365 7.0783446 284.2060 471.9040
## [3111,] NA 192.40788 25460.3008 8.2314746 NA 465.8840
## [3112,] 8.7617684 212.42695 14168.9249 6.3857326 NA 488.5995
## [3113,] 6.6167307 195.09697 34277.7604 7.6326385 NA 417.4651
## [3114,] 7.7345692 230.91951 21776.5945 6.9085909 NA 395.1150
## [3115,] 6.9715772 185.90694 27959.9879 7.2145102 349.7439 414.0674
## [3116,] 4.7091867 179.14102 22291.4186 6.7742761 407.4180 371.2648
## [3117,] 5.2300032 176.71402 27971.8918 7.5979806 413.9140 440.3554
## [3118,] 5.2741854 227.34019 17605.5358 6.3269795 358.5899 489.4346
## [3119,] 8.4334431 224.85609 12833.4612 6.1794959 327.5333 411.8499
## [3120,] 6.8478632 234.94220 24456.1749 5.5962405 334.8730 337.5732
## [3121,] 7.2635451 160.44306 16129.7069 8.0910140 328.4472 478.5151
## [3122,] 6.7332669 191.30563 6193.3306 7.7397710 NA 424.6668
## [3123,] NA 258.44727 25498.3295 4.9221669 341.0396 425.7970
## [3124,] NA 232.94324 8729.0962 5.8859922 NA 400.5177
## [3125,] 7.7776654 233.76158 16780.1161 6.1232975 323.5381 520.2851
## [3126,] 6.1037313 184.32869 17977.5256 7.2755306 NA 334.9497
## [3127,] 6.6657742 155.70968 30610.0479 8.1725484 337.1738 425.6920
## [3128,] NA 215.94070 10171.7101 6.6222843 NA 378.3175
## [3129,] 4.9598528 215.85487 9887.8308 6.9542306 379.5047 527.4797
## [3130,] 6.3979050 249.96924 22057.0518 4.8927167 375.4945 334.2699
## [3131,] 8.1403445 153.74817 50793.8989 7.8434977 306.2190 423.4559
## [3132,] 6.8506254 232.93120 15338.0616 6.1426180 NA 438.3473
## [3133,] 6.7147769 185.90930 34558.4027 6.5548577 360.5082 303.9682
## [3134,] 4.3371195 207.36191 34355.6184 6.8091532 374.0728 530.0696
## [3135,] 8.4332908 161.19528 15904.2434 8.4237659 300.1190 479.9959
## [3136,] 7.2742126 197.66095 27198.4326 7.7978400 304.8500 300.0199
## [3137,] 6.5791850 186.98687 16700.0349 6.4549248 379.0407 405.2769
## [3138,] NA 240.61152 20006.2291 4.9072993 379.7586 327.3056
## [3139,] 8.6510234 188.71164 13207.8610 6.8346733 335.2448 399.6911
## [3140,] 8.3576130 163.09825 34989.0471 7.6969427 317.3017 404.4926
## [3141,] NA 242.82759 29298.0743 5.8538400 340.3486 463.1152
## [3142,] 6.6587416 216.56470 25172.5858 6.7855205 330.5176 620.4490
## [3143,] 10.5037865 125.97519 38605.3315 8.7105525 NA 674.4435
## [3144,] 6.3323869 186.83803 23073.0640 8.0820039 326.9805 233.9080
## [3145,] NA 214.59368 22038.5116 6.1996276 294.2414 332.4725
## [3146,] 6.7304278 183.91530 9258.7671 8.0051729 345.0720 320.6679
## [3147,] 8.2977832 183.61412 20316.4267 7.1088094 322.0958 295.6540
## [3148,] 6.2592675 130.37427 9734.6771 10.2823289 320.3598 399.3507
## [3149,] 8.0761263 132.67030 10816.2734 9.5132691 314.9705 479.7589
## [3150,] 5.7310421 223.70497 1351.9070 6.4967226 380.5141 620.3046
## [3151,] 6.5633566 241.28632 56320.5870 5.3655576 NA 415.8172
## [3152,] 5.3037643 231.01878 6675.6822 6.1000643 388.8020 465.8305
## [3153,] 7.6478716 160.77435 29000.5897 7.2174093 NA 438.8010
## [3154,] NA 139.16974 33784.8262 9.6405205 275.3320 499.4281
## [3155,] 7.9514512 185.42172 6108.7957 7.1178586 344.7957 283.8773
## [3156,] 8.8321423 176.80866 12171.0245 7.4753362 321.2576 395.3873
## [3157,] 8.2508300 184.38512 21616.6339 7.1667337 305.1774 412.9471
## [3158,] 5.8605742 240.88714 18321.9923 6.0463855 351.0498 491.8754
## [3159,] 8.1821033 186.67050 19642.3944 7.7151357 NA 370.3214
## [3160,] 7.8895793 153.56974 41210.6670 8.4576387 294.2601 354.4827
## [3161,] 8.7134829 169.57853 23838.8173 8.1626876 NA 478.9830
## [3162,] 6.1859249 236.03478 1198.9437 6.1400332 374.0954 436.2362
## [3163,] 9.0797151 222.04263 53735.8992 6.8949154 254.0410 382.8962
## [3164,] 8.3795127 164.16817 24409.0968 8.1990172 NA 430.2389
## [3165,] 9.2219556 151.45483 26502.5958 8.0971937 294.1928 541.6014
## [3166,] 9.3706966 157.71936 15106.3086 7.7628618 316.3920 424.9157
## [3167,] 7.4875734 149.76874 28837.3304 8.5609745 NA 531.1810
## [3168,] 6.0283488 225.67487 12145.5446 6.1262700 365.9617 503.1121
## [3169,] 6.2833186 228.52484 11601.6424 6.3222192 NA 414.7844
## [3170,] 5.6664461 142.14781 24383.7415 9.9895512 320.2643 511.9540
## [3171,] 6.9853037 219.58644 16470.9522 6.4455129 339.0540 492.9030
## [3172,] 7.2733682 175.01508 14206.3573 7.8390666 337.6446 322.4907
## [3173,] 7.4496597 193.04208 32251.3596 6.0865994 337.1350 572.8061
## [3174,] 7.6181196 202.71550 44539.7383 5.8162160 338.0701 459.0784
## [3175,] 6.6981539 198.28627 34675.8628 6.2636016 360.2328 430.9350
## [3176,] 7.0272969 185.83867 31151.6152 7.6255451 327.2217 398.7050
## [3177,] 8.6109630 125.15877 32079.7748 9.8449214 264.0528 342.2053
## [3178,] 7.4235860 180.45387 34451.9842 7.9306510 303.7901 429.8600
## [3179,] 5.4566809 219.51989 20967.8406 6.8267821 355.0829 312.0198
## [3180,] 9.6128990 94.90898 16598.5775 9.1430460 311.2962 535.6987
## [3181,] 8.2469199 119.02822 7747.5773 9.1242252 NA 579.2477
## [3182,] 6.6411741 191.91690 10220.7124 6.6750806 380.3636 421.4174
## [3183,] 6.6460673 197.22207 16863.4387 6.7939292 NA 505.2959
## [3184,] 7.1644783 213.00244 32751.9290 6.2921483 NA 490.9331
## [3185,] 8.2850715 151.57378 14402.7267 9.0500802 303.0818 322.5218
## [3186,] 6.1100222 234.80096 16663.5391 5.9845361 348.0552 437.8921
## [3187,] 8.3166637 110.90360 24814.4858 9.4895657 NA 480.4723
## [3188,] NA 184.99370 14875.9565 7.4982101 367.3266 435.6030
## [3189,] 9.0046806 173.73933 28311.2918 8.4750834 NA 531.5214
## [3190,] 6.8865126 211.45442 35018.3256 6.0675969 NA 549.9971
## [3191,] 9.2936216 193.06172 50166.5333 6.3018842 NA 365.4392
## [3192,] 6.9851922 133.43213 21944.6418 8.5776545 341.2399 536.2772
## [3193,] 5.0941644 223.16713 22957.6534 6.9774209 350.1013 476.6245
## [3194,] 6.1500344 188.41306 8406.7232 7.7447136 358.5917 449.3588
## [3195,] 6.1896993 224.43295 15229.7029 5.8791838 366.5011 649.8058
## [3196,] 7.4979878 185.81028 30927.3943 7.5793773 NA 476.3871
## [3197,] 6.9652799 162.69945 24312.0378 9.1297549 307.7592 490.8155
## [3198,] 5.4121195 272.51469 2835.3032 5.7780103 NA 347.8044
## [3199,] 7.5030858 186.71333 32000.1789 7.6417765 315.9741 473.5316
## [3200,] NA 209.14999 27030.7550 6.0937504 350.0603 407.9106
## [3201,] 8.5810428 153.70909 19970.4343 7.6616873 312.8851 520.8084
## [3202,] 5.5300550 207.99822 38918.7781 6.5431345 360.0707 427.6643
## [3203,] 8.7439585 197.74933 40843.6166 6.3688620 310.6772 326.2533
## [3204,] 9.0523837 120.02173 22203.4873 9.3683398 285.2335 372.2752
## [3205,] 8.0772609 125.30272 23931.2828 8.7731619 317.6933 398.3288
## [3206,] 6.6820974 228.30319 7705.2986 5.9473504 363.5370 254.3923
## [3207,] 4.7313201 230.93869 15517.3911 6.6147051 NA 384.8067
## [3208,] 9.2414200 127.91883 39566.7544 8.8608184 281.9956 487.3392
## [3209,] 5.6283133 192.34074 22856.7429 7.7646926 343.0395 439.0548
## [3210,] 4.8578026 222.39999 15668.2736 7.9007901 320.3945 417.8041
## [3211,] 8.4304717 195.71729 35254.0260 6.7035386 314.7278 282.5999
## [3212,] 6.8176084 219.33743 27548.6142 6.2981213 340.9376 530.7100
## [3213,] 5.9137553 175.32606 12044.6247 8.3687855 347.8804 380.9672
## [3214,] NA 257.23543 28149.0527 5.9945560 336.0624 551.8501
## [3215,] 5.5002766 263.68316 19911.2249 4.7553122 366.9427 435.8657
## [3216,] 5.6086232 271.88222 43680.2225 4.1573353 366.8665 450.8961
## [3217,] 5.6092354 216.12267 14825.9345 7.0017881 355.2117 330.0927
## [3218,] NA 98.36791 28415.5758 10.5589500 296.8432 505.2403
## [3219,] 5.8598221 287.97554 3640.7343 4.0726263 391.6974 447.1219
## [3220,] 6.4177160 209.70243 31974.4816 7.2634253 321.3821 289.4501
## [3221,] 6.1705261 193.33552 16206.2197 7.1239665 NA 528.0961
## [3222,] 4.0340634 303.70263 33219.0745 4.4255593 NA 494.3209
## [3223,] 4.9794688 240.81347 24167.8429 5.5938304 NA 398.0290
## [3224,] 8.0974538 218.99244 18112.2844 6.1969474 NA 376.5698
## [3225,] NA 198.21870 31081.7353 7.4191064 NA 517.9259
## [3226,] 8.4687411 132.45648 21038.4426 8.0013778 345.0007 360.5756
## [3227,] 7.8708534 210.62782 51731.8206 6.1909634 NA 533.2913
## [3228,] 7.6795951 200.07293 32000.8439 7.6337252 290.7403 583.6084
## [3229,] 7.2265927 207.83223 22097.4132 5.8627173 354.7084 353.6540
## [3230,] NA 203.20466 10643.1868 6.8289364 NA 384.5977
## [3231,] 8.6591130 114.80758 23514.6366 8.7353153 333.0272 318.6407
## [3232,] NA 225.75411 28194.4526 5.8928300 366.2016 418.2729
## [3233,] 6.3601958 198.91145 13742.1395 7.4414865 338.4096 423.6256
## [3234,] 10.4856036 136.57738 32872.3806 8.3994353 276.9218 416.1885
## [3235,] 6.6034165 190.83731 19468.7901 6.3756320 380.7319 456.3155
## [3236,] 5.7133229 196.24571 11356.5805 8.0278194 347.5876 300.1251
## [3237,] 4.7674725 256.44992 48007.8681 5.7731799 NA 590.4296
## [3238,] 9.6098344 227.36695 22690.0459 5.3854399 314.3175 394.7316
## [3239,] 9.1864534 169.11981 27055.6963 7.4424797 NA 498.6353
## [3240,] 9.9606899 169.92525 15835.1228 7.1439067 301.7773 388.8972
## [3241,] 6.1023068 205.99904 23406.8592 8.0618635 NA 380.3050
## [3242,] 6.7926551 241.72445 9094.3133 6.4358092 338.5212 361.1075
## [3243,] 5.9105397 241.14075 25721.8339 4.8067590 385.8875 462.6125
## [3244,] 6.1258103 241.44353 8810.8958 5.7403212 369.0227 367.9679
## [3245,] 5.8361045 277.06571 17711.4878 3.4581917 400.1676 456.7329
## [3246,] NA 188.53661 24711.4149 7.1295203 NA 555.5485
## [3247,] 10.6673639 173.38195 28912.2022 7.0712945 276.6344 286.0634
## [3248,] 8.6283011 185.92672 31548.0065 7.0794623 NA 342.3557
## [3249,] 6.2601113 211.59411 18577.6240 7.1548907 340.7926 357.0984
## [3250,] 10.8081569 198.59675 29614.3488 5.7824177 304.6221 383.2694
## [3251,] 7.3719142 148.19370 42059.3804 7.9667104 324.5463 544.8484
## [3252,] 4.8255915 234.78390 11142.3926 6.4427693 370.4168 370.1889
## [3253,] 4.8688271 258.67896 13400.3855 4.8809103 NA 328.7645
## [3254,] 7.3954508 190.47789 22561.5083 8.3101950 294.0304 413.9103
## [3255,] 8.8621127 131.63518 17433.6019 7.6395729 340.1332 399.4628
## [3256,] 6.0089736 225.08023 5100.0942 7.4522362 336.1190 325.1345
## [3257,] 7.6072239 160.56525 39184.8467 7.8264110 312.0561 503.1581
## [3258,] 6.6833677 272.11170 18989.3168 5.3362020 336.5551 307.7250
## [3259,] 6.6384114 180.82667 9772.5048 8.2959831 NA 401.1111
## [3260,] 9.2713554 181.25962 16540.9790 7.0224992 309.2389 487.6928
## [3261,] NA 134.73686 9000.0256 9.0262927 NA 428.2140
## [3262,] 3.6299221 244.18739 24856.6332 6.6180711 366.9679 442.0763
## [3263,] 8.3781080 198.51121 28474.2026 6.4770568 319.4772 499.8670
## [3264,] 6.9236360 260.59315 24792.5256 5.5011640 332.2322 607.7736
## [3265,] 5.8931034 239.26948 20526.6662 6.3495609 341.2564 403.6176
## [3266,] 8.1973534 203.10509 27701.7941 6.4729143 328.8868 444.6127
## [3267,] 8.3729103 169.08705 14622.7455 7.5479840 NA 464.5256
## [3268,] 8.9899001 215.04736 15921.4120 6.2973115 312.9310 390.4102
## [3269,] 6.7025466 207.32109 17246.9203 7.7081170 304.5102 329.2660
## [3270,] 11.4910109 94.81255 37188.8260 9.2631662 258.9306 439.8936
## [3271,] 6.0696158 186.65904 26138.7802 7.7475475 345.7003 415.8870
## [3272,] 4.6681017 193.68174 47580.9916 7.1666389 359.9486 526.4242
## [3273,] 7.8088560 193.55321 17329.8022 8.0613620 NA 392.4496
## [3274,] 9.4195103 175.76265 33155.5782 7.3502332 NA 432.0448
## [3275,] 5.1267629 230.60376 11983.8694 6.3033565 NA 402.8831
## [3276,] 7.8746714 195.10230 17404.1771 7.5093059 NA 327.4598
## Organic_carbon Trihalomethanes Turbidity Potability
## [1,] 10.379783 86.990970 2.963135 0
## [2,] 15.180013 56.329076 4.500656 0
## [3,] 16.868637 66.420093 3.055934 0
## [4,] 18.436524 100.341674 4.628771 0
## [5,] 11.558279 31.997993 4.075075 0
## [6,] 8.399735 54.917862 2.559708 0
## [7,] 13.789695 84.603556 2.672989 0
## [8,] 12.363817 62.798309 4.401425 0
## [9,] 12.706049 53.928846 3.595017 0
## [10,] 17.927806 71.976601 4.370562 0
## [11,] 15.586810 78.740016 3.662292 0
## [12,] 14.525746 76.485911 4.011718 0
## [13,] 15.929536 79.500778 3.445756 0
## [14,] 19.370807 76.509996 4.413974 0
## [15,] 13.228311 70.300213 4.777382 0
## [16,] 11.539781 75.071617 4.376348 0
## [17,] 20.397022 56.651604 4.268429 0
## [18,] 13.387341 71.457362 4.503661 0
## [19,] 12.888759 63.821237 2.436086 0
## [20,] 12.509164 62.797277 2.560299 0
## [21,] 16.331693 45.382815 4.133423 0
## [22,] 17.884235 77.042318 3.749701 0
## [23,] 14.189062 59.855476 5.459251 0
## [24,] 16.609033 90.181676 4.528523 0
## [25,] 11.256381 56.931906 4.824786 0
## [26,] 14.900000 79.847843 5.200885 0
## [27,] 13.805902 30.284597 4.184397 0
## [28,] 12.729525 49.536849 4.004871 0
## [29,] 10.348951 53.008381 3.991564 0
## [30,] 16.568656 52.676185 6.038185 0
## [31,] 7.922598 71.537953 5.088860 0
## [32,] 16.899038 47.081971 2.857472 0
## [33,] 12.890709 65.733478 5.057311 0
## [34,] 10.244815 44.489297 3.160624 0
## [35,] 12.166937 86.080727 5.029167 0
## [36,] 10.966486 49.238231 3.902089 0
## [37,] 9.034067 73.594657 3.464353 0
## [38,] 12.265002 81.588992 2.896547 0
## [39,] 22.469892 53.124094 2.907564 0
## [40,] 16.471969 30.383315 4.324005 0
## [41,] 18.338893 42.677465 3.510004 0
## [42,] 10.180514 59.572714 4.434820 0
## [43,] 11.093163 66.138045 5.182591 0
## [44,] 23.917601 71.833624 4.690707 0
## [45,] 18.668229 66.912400 4.542801 0
## [46,] 16.140790 77.536184 4.137739 0
## [47,] 13.285334 87.390889 3.195710 0
## [48,] 10.090870 78.472784 3.999775 0
## [49,] 18.599410 72.403634 4.405586 0
## [50,] 13.768323 47.930872 3.626135 0
## [51,] 16.182066 75.729434 3.048057 0
## [52,] 9.611349 66.084174 2.447444 0
## [53,] 10.942024 71.727414 3.742090 0
## [54,] 18.275312 47.634885 3.794532 0
## [55,] 16.482835 34.252049 3.964686 0
## [56,] 15.934484 66.621027 4.781188 0
## [57,] 6.016337 39.091171 3.940605 0
## [58,] 8.236558 99.427385 4.460684 0
## [59,] 12.823861 71.717005 4.405386 0
## [60,] 16.622255 59.622057 4.089908 0
## [61,] 9.654126 63.743064 3.902880 0
## [62,] 13.758105 17.915723 3.923749 0
## [63,] 16.927092 NA 3.855602 0
## [64,] 12.380771 48.440725 4.477960 0
## [65,] 11.119659 78.275050 4.068689 0
## [66,] 14.933013 63.873820 5.215689 0
## [67,] 13.353181 76.521800 5.106656 0
## [68,] 11.351133 67.869964 4.620793 0
## [69,] 16.045148 49.898406 3.439740 0
## [70,] 17.287713 50.993006 3.636364 0
## [71,] 9.799625 90.035374 3.884891 0
## [72,] 9.001820 48.147031 4.157533 0
## [73,] 14.083608 57.897075 5.325833 0
## [74,] 18.704409 69.907902 3.873470 0
## [75,] 15.771834 49.352001 4.655917 0
## [76,] 13.934788 90.523330 5.022784 0
## [77,] 9.712232 79.850929 3.762615 0
## [78,] 14.567269 50.577979 3.662838 0
## [79,] 16.245504 57.729724 2.293431 0
## [80,] 8.992754 69.509220 3.508373 0
## [81,] 15.611859 54.299444 5.013463 0
## [82,] 18.099078 NA 3.758996 0
## [83,] 11.532144 81.106938 3.772421 0
## [84,] 12.256790 82.469798 2.994671 0
## [85,] 9.833875 95.026609 4.191218 0
## [86,] 7.507662 70.547387 3.612520 0
## [87,] 13.863965 64.812257 4.916579 0
## [88,] 15.966043 59.292273 3.385508 0
## [89,] 9.347634 67.919789 5.002467 0
## [90,] 13.553751 42.381484 2.555027 0
## [91,] 11.870981 69.109836 4.383922 0
## [92,] 9.226619 55.294283 3.355165 0
## [93,] 19.270054 93.138009 3.172790 0
## [94,] 16.145732 59.124451 2.019042 0
## [95,] 9.387781 55.958006 3.651866 0
## [96,] 15.836330 41.263648 5.359460 0
## [97,] 10.661799 90.297770 4.764508 0
## [98,] 14.860263 88.287346 5.066786 0
## [99,] 13.643147 63.733732 3.710053 0
## [100,] 10.214275 62.430926 3.108770 0
## [101,] 13.478526 54.474840 3.763906 0
## [102,] 18.145374 73.715522 4.880875 0
## [103,] 21.845916 52.372201 5.083014 0
## [104,] 17.695114 103.150463 3.995974 0
## [105,] 13.170763 49.523770 4.765205 0
## [106,] 17.084246 62.421637 3.875557 0
## [107,] 11.623019 69.615850 3.398593 0
## [108,] 7.935468 78.108550 5.525726 0
## [109,] 14.636882 73.424632 3.977362 0
## [110,] 17.209565 48.783112 3.962478 0
## [111,] 14.171763 NA 5.239982 0
## [112,] 6.063462 63.128044 4.238589 0
## [113,] 17.485844 60.483885 3.724837 0
## [114,] 18.208340 82.387874 2.798601 0
## [115,] 16.826619 74.086080 3.902353 0
## [116,] 13.445225 67.055558 5.629016 0
## [117,] 17.149907 82.025116 4.597166 0
## [118,] 16.131124 61.111146 3.425763 0
## [119,] 13.365906 NA 3.149158 0
## [120,] 14.666917 NA 6.204846 0
## [121,] 18.403846 81.193412 3.827650 0
## [122,] 18.601381 49.561969 4.664350 0
## [123,] 9.578585 72.376909 4.197595 0
## [124,] 16.237746 57.037780 2.880785 0
## [125,] 16.266297 73.149464 3.772887 0
## [126,] 6.580402 59.576040 3.285077 0
## [127,] 13.221034 84.198607 5.052737 0
## [128,] 11.542662 67.720704 4.412590 0
## [129,] 15.035047 110.739299 3.809842 0
## [130,] 16.535186 46.205748 3.548776 0
## [131,] 15.264742 64.203964 3.812953 0
## [132,] 18.312499 63.193306 3.244948 0
## [133,] 18.380712 55.507468 2.612249 0
## [134,] 11.728338 23.817020 3.552129 0
## [135,] 20.098413 41.865960 4.201581 0
## [136,] 19.370091 60.939481 4.508705 0
## [137,] 12.309016 69.038454 3.467337 0
## [138,] 15.936262 81.390758 3.362537 0
## [139,] 14.139066 63.548993 3.762720 0
## [140,] 16.142284 66.231436 4.289395 0
## [141,] 20.184051 54.961285 3.568992 0
## [142,] 11.318807 NA 3.679795 0
## [143,] 12.606382 58.752201 3.027450 0
## [144,] 15.993410 86.167298 4.157657 0
## [145,] 18.035238 53.908177 3.421767 0
## [146,] 14.687539 60.485033 3.549299 0
## [147,] 17.322946 71.969261 4.417560 0
## [148,] 15.047087 52.645459 4.636556 0
## [149,] 16.670184 89.997574 4.920091 0
## [150,] 15.140348 98.656646 3.203258 0
## [151,] 10.539392 100.242706 2.927067 0
## [152,] 11.704789 85.688303 4.688959 0
## [153,] 9.847655 73.749716 4.575932 0
## [154,] 12.401368 62.028187 4.418638 0
## [155,] 8.663294 67.304040 3.692251 0
## [156,] 9.614106 61.122644 2.124759 0
## [157,] 14.903080 67.125168 4.444350 0
## [158,] 11.876797 61.886636 3.463173 0
## [159,] 13.801712 NA 3.771944 0
## [160,] 14.399860 36.578038 3.720637 0
## [161,] 16.624654 64.949008 3.777737 0
## [162,] 10.859287 75.857068 4.601861 0
## [163,] 14.274092 62.718199 4.334616 0
## [164,] 16.435843 50.693927 4.633824 0
## [165,] 14.079228 62.765530 2.678911 0
## [166,] 16.761625 68.937227 3.696120 0
## [167,] 13.516078 40.514172 4.353239 0
## [168,] 17.665083 68.664923 5.263102 0
## [169,] 12.337776 70.580607 4.102529 0
## [170,] 11.943477 90.619354 2.905788 0
## [171,] 16.065668 79.954511 3.954715 0
## [172,] 9.745282 77.529945 3.310859 0
## [173,] 14.442238 72.696240 3.706602 0
## [174,] 16.698216 81.427174 4.219968 0
## [175,] 15.526658 85.009506 4.588785 0
## [176,] 17.299294 63.042501 4.384565 0
## [177,] 13.486379 62.650236 3.556297 0
## [178,] 12.804588 48.651890 3.665522 0
## [179,] 11.482687 65.304414 3.823595 0
## [180,] 9.300117 79.553612 4.615886 0
## [181,] 15.054313 56.839602 3.659485 0
## [182,] 12.321232 52.437617 4.850434 0
## [183,] 12.293803 55.310019 2.880722 0
## [184,] 18.545903 62.001571 5.220540 0
## [185,] 12.034042 67.907258 4.032260 0
## [186,] 15.625617 NA 2.768239 0
## [187,] 11.385937 80.670311 3.686001 0
## [188,] 16.912142 72.465763 3.670431 0
## [189,] 13.795264 87.822585 5.198986 0
## [190,] 19.409147 85.785103 4.194313 0
## [191,] 9.039042 76.288076 4.172935 0
## [192,] 16.575981 51.830948 3.377338 0
## [193,] 16.024246 64.678914 4.408513 0
## [194,] 13.076859 82.837583 4.205810 0
## [195,] 20.393782 38.604937 2.718398 0
## [196,] 17.745996 71.704305 2.951645 0
## [197,] 19.188441 70.070514 3.355490 0
## [198,] 13.281556 76.992716 4.726845 0
## [199,] 13.974800 87.273375 2.095914 0
## [200,] 18.575921 86.433655 4.460201 0
## [201,] 13.325987 39.554249 5.428674 0
## [202,] 8.816487 NA 4.600928 0
## [203,] 12.987106 87.029410 3.629749 0
## [204,] 13.246140 58.927726 3.377132 0
## [205,] 11.768309 25.525267 4.153347 0
## [206,] 15.365884 83.923168 3.681324 0
## [207,] 16.420041 63.016018 4.236947 0
## [208,] 13.749261 56.635811 3.700854 0
## [209,] 18.858519 65.363452 4.182278 0
## [210,] 12.696545 97.112860 4.592074 0
## [211,] 14.838100 77.822737 4.689315 0
## [212,] 9.500296 86.990134 3.659975 0
## [213,] 15.013030 61.115513 4.165724 0
## [214,] 10.740146 49.574308 3.462764 0
## [215,] 13.306692 35.824556 2.758659 0
## [216,] 12.207108 71.119890 3.873853 0
## [217,] 12.993012 63.902288 3.416540 0
## [218,] 17.916526 84.578869 5.303581 0
## [219,] 14.529779 60.559699 3.450746 0
## [220,] 14.683970 52.578860 4.006992 0
## [221,] 13.932145 53.185917 4.358298 0
## [222,] 14.038263 74.299250 3.539771 0
## [223,] 18.756139 63.042779 2.148612 0
## [224,] 13.550367 59.462669 4.703803 0
## [225,] 15.689404 55.697400 4.904837 0
## [226,] 18.272418 61.425187 4.352193 0
## [227,] 13.579996 86.191635 4.754072 0
## [228,] 23.399516 94.160307 3.887681 0
## [229,] 15.831763 61.802095 3.778607 0
## [230,] 11.504506 92.975762 3.313199 0
## [231,] 20.232523 NA 3.095233 0
## [232,] 17.729724 56.347689 3.268325 0
## [233,] 16.082847 65.995717 4.766943 0
## [234,] 15.914500 65.021229 2.915166 0
## [235,] 17.470631 75.101801 3.316158 0
## [236,] 10.999416 47.402666 5.190852 0
## [237,] 16.022503 64.872703 4.656377 0
## [238,] 9.348252 83.163242 3.724090 0
## [239,] 17.115276 65.311277 3.727664 0
## [240,] 16.584571 66.728402 3.917587 0
## [241,] 11.286410 99.016003 4.034349 0
## [242,] 16.800400 68.485480 4.033774 0
## [243,] 14.215765 66.077978 4.411117 0
## [244,] 16.340715 32.108292 3.097278 0
## [245,] 10.546886 74.502808 4.501457 0
## [246,] 10.213779 18.400012 3.605154 0
## [247,] 9.182834 93.900486 3.437450 0
## [248,] 10.847737 NA 3.700946 0
## [249,] 15.129334 79.261026 4.201663 0
## [250,] 13.888834 79.302436 5.162730 0
## [251,] 8.606397 77.577460 3.875165 1
## [252,] 14.770863 73.778026 3.985251 1
## [253,] 12.924107 50.861913 2.747313 1
## [254,] 11.432466 73.777275 3.854940 1
## [255,] 14.533510 74.405616 3.939896 1
## [256,] 10.464239 85.852769 2.437296 1
## [257,] 18.709273 60.911420 4.052136 1
## [258,] 11.366863 66.623944 5.217895 1
## [259,] 14.168934 59.454440 2.764634 1
## [260,] 13.147279 62.505642 3.535596 1
## [261,] 15.571571 70.560275 3.404633 1
## [262,] 15.517296 77.693374 4.375224 1
## [263,] 16.563167 79.323678 3.611860 1
## [264,] 12.083896 NA 4.106924 1
## [265,] 11.766146 73.191921 4.437696 1
## [266,] 14.828743 83.856336 3.368757 1
## [267,] 17.780000 83.505406 3.859801 1
## [268,] 11.368702 43.195182 1.943319 1
## [269,] 12.994140 56.409708 4.726702 1
## [270,] 17.854470 83.175189 3.652134 1
## [271,] 17.285042 59.556330 5.328713 1
## [272,] 17.411683 56.799287 5.062298 1
## [273,] 9.983462 66.668576 4.612964 1
## [274,] 16.164091 71.146661 3.762741 1
## [275,] 13.507688 42.340170 3.772919 1
## [276,] 10.504820 55.084668 4.427138 1
## [277,] 18.959534 30.389096 3.485577 1
## [278,] 12.247344 67.154751 5.091357 1
## [279,] 12.716350 52.246972 4.661799 1
## [280,] 16.460837 73.516654 4.104863 1
## [281,] 11.853228 78.711469 2.945419 1
## [282,] 13.747058 61.058210 4.976055 1
## [283,] 19.937486 NA 4.563183 1
## [284,] 17.975564 77.359854 4.201849 1
## [285,] 16.117110 107.754043 4.698008 1
## [286,] 12.990592 60.109968 3.734001 1
## [287,] 17.895724 77.457885 3.833160 1
## [288,] 16.963310 36.767671 4.746382 1
## [289,] 14.369630 78.173063 4.687986 1
## [290,] 13.633974 65.604841 4.182057 1
## [291,] 10.806313 83.702236 3.258859 1
## [292,] 17.010785 58.241734 4.288947 1
## [293,] 12.614669 66.612984 3.424702 1
## [294,] 14.560136 76.457816 3.466645 1
## [295,] 15.030315 63.125617 4.927218 1
## [296,] 12.777014 106.037222 3.260907 1
## [297,] 16.406156 69.157609 3.418611 1
## [298,] 16.691471 84.107738 4.109590 1
## [299,] 6.374070 103.373005 4.506540 1
## [300,] 9.751086 72.734423 3.682920 1
## [301,] 11.590025 72.508523 4.081701 1
## [302,] 13.376149 92.176170 5.133478 1
## [303,] 14.254641 54.436702 3.633214 1
## [304,] 8.630091 72.923289 3.807920 1
## [305,] 11.949914 69.314880 4.155583 1
## [306,] 18.015385 87.163631 4.184783 1
## [307,] 10.490589 89.686196 4.978820 1
## [308,] 11.119274 65.229551 5.412091 1
## [309,] 19.600429 55.401113 5.163088 1
## [310,] 13.195341 75.233221 3.807563 1
## [311,] 14.705014 52.164236 4.124781 1
## [312,] 17.052713 89.623551 4.168526 1
## [313,] 19.762576 86.698457 3.497577 1
## [314,] 15.306079 59.605812 5.507421 1
## [315,] 16.293614 81.690104 4.466913 1
## [316,] 10.650935 40.992809 4.471842 1
## [317,] 17.186766 72.568376 3.532958 1
## [318,] 14.326889 53.121260 3.309580 1
## [319,] 14.389609 46.463982 2.346578 1
## [320,] 10.899926 54.580736 4.888061 1
## [321,] 8.942072 67.587346 5.922582 1
## [322,] 18.440790 60.145842 3.982867 1
## [323,] 18.272439 85.177662 4.107267 1
## [324,] 15.640053 51.150344 2.285988 1
## [325,] 10.385172 64.662501 4.589984 1
## [326,] 19.396329 72.075586 2.664833 1
## [327,] 17.985957 55.694893 3.314630 1
## [328,] 14.347676 50.642447 5.145153 1
## [329,] 13.127694 72.089001 3.990438 1
## [330,] 14.252684 64.291292 4.268227 1
## [331,] 6.748092 8.175876 4.063170 1
## [332,] 16.900148 61.349832 4.135745 1
## [333,] 12.818730 79.779911 4.173330 1
## [334,] 5.315287 76.024491 4.971907 1
## [335,] 13.653960 77.917720 2.969136 1
## [336,] 11.887161 69.273979 3.736228 1
## [337,] 13.565387 83.274895 3.870157 1
## [338,] 19.056985 72.689354 5.260015 1
## [339,] 13.496404 60.045867 4.178479 1
## [340,] 13.336770 80.243237 3.630537 1
## [341,] 12.254081 69.772210 4.396605 1
## [342,] 11.346302 68.843866 3.779554 1
## [343,] 13.138353 89.801011 3.660923 1
## [344,] 12.736044 39.927521 3.205129 1
## [345,] 22.517870 81.626232 4.422269 1
## [346,] 12.904221 48.481477 4.197919 1
## [347,] 11.293187 70.665540 4.163329 1
## [348,] 10.160303 71.099999 3.965994 1
## [349,] 12.287824 52.028741 3.776041 1
## [350,] 11.417019 46.213198 3.756392 1
## [351,] 12.182639 112.622733 4.525237 1
## [352,] 12.070444 77.671337 4.014682 1
## [353,] 12.397704 63.359144 4.168541 1
## [354,] 9.142523 42.753215 3.634845 1
## [355,] 14.235154 42.080353 3.663252 1
## [356,] 13.866487 96.818113 3.731937 1
## [357,] 15.254021 107.189584 4.165432 1
## [358,] 16.389384 NA 2.511810 1
## [359,] 8.073421 77.388138 3.937188 1
## [360,] 17.120962 56.711024 4.262065 1
## [361,] 13.451089 NA 3.642778 1
## [362,] 12.439740 29.468428 3.395866 1
## [363,] 9.551732 68.410851 4.545341 1
## [364,] 18.210032 62.511467 3.020996 1
## [365,] 17.274663 61.245788 3.153809 1
## [366,] 11.784799 89.010974 2.896852 1
## [367,] 16.542921 87.814800 3.045049 1
## [368,] 13.570223 93.166465 4.497529 1
## [369,] 14.782290 93.914702 2.729105 1
## [370,] 14.182396 39.802907 4.105495 1
## [371,] 15.019241 35.178662 5.050683 1
## [372,] 11.539987 48.173359 4.177139 1
## [373,] 18.196931 93.594246 2.653127 1
## [374,] 22.504679 62.007044 3.480641 1
## [375,] 20.296274 20.337753 3.827921 1
## [376,] 17.741228 65.116976 4.840562 1
## [377,] 11.856914 82.445503 3.179885 1
## [378,] 14.844955 26.505484 4.728124 1
## [379,] 11.251778 88.657477 3.103090 1
## [380,] 12.538681 50.852470 3.486646 1
## [381,] 11.312294 67.916183 4.564188 1
## [382,] 15.088700 74.075926 4.404040 1
## [383,] 8.006208 59.964334 6.494249 1
## [384,] 14.857981 NA 4.897373 1
## [385,] 12.322604 68.505852 2.568080 1
## [386,] 18.464015 49.371319 3.672976 1
## [387,] 9.085279 75.439633 3.601735 1
## [388,] 19.585497 NA 3.451740 1
## [389,] 17.416903 84.024786 3.622196 1
## [390,] 16.629384 NA 3.774256 1
## [391,] 10.247232 82.721912 2.318152 1
## [392,] 15.639455 37.389452 3.215219 1
## [393,] 15.989419 61.156575 2.227728 1
## [394,] 10.520161 57.244111 4.333636 1
## [395,] 16.516232 67.250473 3.802116 1
## [396,] 12.854239 66.814176 4.025762 1
## [397,] 15.197015 62.822850 5.652222 1
## [398,] 13.539410 38.346738 3.603326 1
## [399,] 15.370098 85.920350 4.003819 1
## [400,] 7.496410 67.624767 4.043335 1
## [401,] 5.567693 68.441865 4.213405 1
## [402,] 17.358071 NA 3.519884 1
## [403,] 15.284268 60.822135 3.896090 1
## [404,] 14.896092 66.674658 5.661104 1
## [405,] 20.696198 59.972929 4.388551 1
## [406,] 14.471650 74.043860 4.120931 1
## [407,] 17.769641 78.817436 3.156331 1
## [408,] 15.067042 72.756812 3.218709 1
## [409,] 16.924419 33.051888 4.498685 1
## [410,] 12.079207 58.363507 4.366031 1
## [411,] 13.420126 56.974850 4.407566 0
## [412,] 18.684215 67.712460 5.110414 0
## [413,] 20.160734 53.007723 4.823082 0
## [414,] 9.657360 53.508523 3.323070 0
## [415,] 10.339986 57.820611 5.235111 0
## [416,] 16.519722 61.077383 3.663922 0
## [417,] 15.963540 73.022605 4.012518 0
## [418,] 11.360427 85.829113 4.051733 0
## [419,] 12.178940 NA 4.364067 0
## [420,] 12.001547 63.427979 3.902838 0
## [421,] 23.373265 51.797100 2.637365 0
## [422,] 18.263688 90.908081 4.527364 0
## [423,] 13.433506 67.401384 2.722908 0
## [424,] 11.265127 67.272207 4.069359 0
## [425,] 15.895048 33.370713 4.825792 0
## [426,] 14.375368 73.756957 3.145843 0
## [427,] 10.780501 89.005492 5.454488 0
## [428,] 19.626022 66.816581 4.218831 0
## [429,] 11.291788 81.989156 4.496627 0
## [430,] 13.675480 70.434962 3.446728 0
## [431,] 15.371550 75.445589 3.600906 0
## [432,] 14.033553 60.571081 3.832597 0
## [433,] 16.115432 43.142016 5.048834 0
## [434,] 14.482213 55.628499 2.977360 0
## [435,] 13.142493 83.279658 3.476213 0
## [436,] 10.658878 62.083589 5.142471 0
## [437,] 15.967490 54.930317 4.144999 0
## [438,] 13.204394 62.297699 2.850184 0
## [439,] 16.501578 NA 4.315898 0
## [440,] 14.154110 65.234629 5.120888 0
## [441,] 19.890025 54.373956 5.144114 0
## [442,] 7.091298 83.690156 3.361088 0
## [443,] 12.490509 49.852965 4.689843 0
## [444,] 8.811986 72.799798 3.422471 0
## [445,] 14.897563 50.920436 3.031364 0
## [446,] 16.788306 58.961220 4.410697 0
## [447,] 14.562161 66.701621 4.956358 0
## [448,] 16.128976 77.796530 4.567088 0
## [449,] 14.852225 39.529387 3.611057 0
## [450,] 9.633631 41.951940 3.696640 0
## [451,] 11.078341 42.172824 4.093098 0
## [452,] 12.263492 76.334247 3.159949 0
## [453,] 15.396455 88.298465 3.993410 0
## [454,] 14.171010 64.136528 4.063614 0
## [455,] 14.692902 78.708937 2.544734 0
## [456,] 19.923704 87.066131 3.357439 0
## [457,] 10.639743 74.557241 4.181051 0
## [458,] 14.213794 82.945817 3.782972 0
## [459,] 13.963421 42.388661 2.283475 0
## [460,] 17.929395 33.641539 4.192932 0
## [461,] 12.065317 83.329918 3.878447 0
## [462,] 16.221044 90.184208 3.354322 0
## [463,] 21.278095 NA 2.752134 0
## [464,] 13.205425 60.291342 2.856175 0
## [465,] 8.138227 46.087260 2.956748 0
## [466,] 11.788777 65.944566 3.946990 0
## [467,] 15.830565 49.067977 4.531594 0
## [468,] 11.821736 58.222293 4.482460 0
## [469,] 16.346838 46.696941 4.649382 0
## [470,] 12.812732 72.281920 3.407349 0
## [471,] 12.936304 59.833619 4.702311 0
## [472,] 11.986402 50.322830 5.206480 0
## [473,] 16.477840 68.000508 3.374327 0
## [474,] 12.905189 67.648556 3.940000 0
## [475,] 12.275713 38.756798 5.128347 0
## [476,] 22.846529 35.243678 4.105178 0
## [477,] 17.740944 37.713878 4.939109 0
## [478,] 15.000260 NA 2.339573 0
## [479,] 15.744353 73.187475 4.671558 0
## [480,] 13.370950 84.584250 4.382162 0
## [481,] 12.879341 74.134788 4.795026 0
## [482,] 18.006703 59.972160 4.587087 0
## [483,] 10.638798 63.157489 3.861956 0
## [484,] 14.979348 73.425428 3.096163 0
## [485,] 19.116022 60.264767 3.841222 0
## [486,] 17.472788 66.542198 4.543686 0
## [487,] 17.853054 74.586511 4.978575 0
## [488,] 17.973277 84.696366 4.978556 0
## [489,] 11.856089 66.048413 4.604405 0
## [490,] 15.196045 31.941831 3.268694 0
## [491,] 11.965107 62.520333 2.840911 0
## [492,] 11.899398 68.141446 2.355934 0
## [493,] 19.334232 86.677328 6.739000 0
## [494,] 12.725428 65.550704 5.265729 0
## [495,] 7.477315 60.238478 4.514982 0
## [496,] 9.237118 38.103917 5.458610 0
## [497,] 8.828689 60.206381 4.247240 0
## [498,] 12.560446 51.643780 3.242850 0
## [499,] 11.974270 60.736723 6.032995 0
## [500,] 14.557068 57.734652 3.888235 0
## [501,] 15.514033 73.789683 4.881101 0
## [502,] 14.526151 80.423715 4.143225 0
## [503,] 19.370234 67.286208 4.267190 0
## [504,] 11.894673 87.297686 2.950361 0
## [505,] 17.348802 64.210905 3.662563 0
## [506,] 17.052540 44.299534 4.117488 0
## [507,] 15.712139 48.497826 4.328026 0
## [508,] 16.488156 57.022783 3.774601 0
## [509,] 16.785215 105.272456 4.604633 0
## [510,] 11.809444 45.501362 4.106543 0
## [511,] 11.927999 46.540368 5.068556 0
## [512,] 7.654956 64.021523 4.237644 0
## [513,] 16.697408 74.782434 2.907387 0
## [514,] 10.878096 62.037143 2.877063 0
## [515,] 14.380725 49.428252 4.644212 0
## [516,] 22.686837 73.751883 3.403136 0
## [517,] 21.940190 58.851736 4.091206 0
## [518,] 8.404570 68.300590 3.912148 0
## [519,] 15.913761 23.792950 4.286479 0
## [520,] 12.853405 69.335057 3.932804 0
## [521,] 12.612966 68.642545 4.613579 0
## [522,] 13.891519 63.751855 5.989543 0
## [523,] 12.042914 52.512261 4.240821 0
## [524,] 15.926921 77.951262 3.815469 0
## [525,] 15.598965 54.421879 4.296480 0
## [526,] 12.580162 44.380210 5.371284 0
## [527,] 18.661403 54.150450 3.290372 0
## [528,] 18.328401 66.688384 4.225121 0
## [529,] 10.566452 64.025333 4.686020 0
## [530,] 14.338840 64.334637 3.879054 0
## [531,] 13.191720 81.551114 4.694311 0
## [532,] 11.587378 120.030077 4.600886 0
## [533,] 13.938686 60.613795 4.807496 0
## [534,] 15.496325 48.686584 3.577675 0
## [535,] 16.569391 70.699066 3.665206 0
## [536,] 17.530660 37.765518 4.963184 0
## [537,] 11.358735 64.371183 4.405352 0
## [538,] 13.925010 85.779324 2.842393 0
## [539,] 13.374831 58.950002 2.833901 0
## [540,] 16.012643 52.442326 3.257744 0
## [541,] 13.422802 74.381701 3.635635 0
## [542,] 12.515734 54.082289 3.067627 0
## [543,] 11.763453 49.851928 3.813429 0
## [544,] 13.448689 NA 3.241972 0
## [545,] 8.457142 76.694580 4.290072 0
## [546,] 14.387224 68.687024 2.380084 0
## [547,] 15.987370 86.639186 3.721766 0
## [548,] 20.725806 60.670939 3.342409 0
## [549,] 19.426893 50.506540 4.931878 0
## [550,] 17.239577 60.179119 4.380978 0
## [551,] 5.914617 62.044183 3.949015 0
## [552,] 12.902213 63.456620 4.543581 0
## [553,] 15.150582 64.989116 4.398685 0
## [554,] 16.722376 77.902673 3.480272 0
## [555,] 11.032240 63.729795 4.148611 0
## [556,] 17.307476 70.060303 5.776611 0
## [557,] 16.170628 62.722085 2.814001 0
## [558,] 12.877123 55.770690 3.812888 0
## [559,] 23.514774 81.299133 4.090940 0
## [560,] 16.917113 84.868548 5.492705 0
## [561,] 19.578273 62.627330 5.116407 0
## [562,] 15.656149 58.560531 4.333721 0
## [563,] 14.104821 43.376808 3.423832 0
## [564,] 19.411699 64.384970 3.843484 0
## [565,] 13.970732 62.738594 4.103439 0
## [566,] 14.460295 57.196188 3.841052 0
## [567,] 10.558576 70.107693 3.681765 0
## [568,] 15.518323 NA 2.897293 0
## [569,] 14.023547 99.130336 2.081846 0
## [570,] 14.899181 81.373907 2.722571 0
## [571,] 13.825548 75.059426 4.904613 0
## [572,] 15.952393 67.702849 3.272430 0
## [573,] 9.439925 61.640597 5.176205 0
## [574,] 10.153233 67.000351 3.137551 0
## [575,] 15.446049 NA 5.183622 0
## [576,] 12.809024 75.101334 3.568823 0
## [577,] 13.835117 69.017488 3.631007 0
## [578,] 14.061710 82.364692 4.914276 0
## [579,] 15.550101 62.521274 3.078986 0
## [580,] 14.149317 59.373218 4.589162 0
## [581,] 13.272526 NA 4.905490 0
## [582,] 14.633909 60.862234 3.084431 0
## [583,] 15.952132 36.082583 3.916115 0
## [584,] 12.361827 40.412098 3.826158 0
## [585,] 14.886305 52.415775 4.307548 0
## [586,] 19.368698 72.716775 3.928495 0
## [587,] 13.986294 63.693876 4.355880 0
## [588,] 13.911645 47.100186 5.573210 0
## [589,] 11.934802 90.901800 5.255703 0
## [590,] 10.461025 32.074863 3.999125 0
## [591,] 16.470528 62.604551 3.818789 0
## [592,] 6.776146 65.146490 4.306113 0
## [593,] 9.063964 84.057101 2.956447 0
## [594,] 15.872182 64.846905 1.680554 0
## [595,] 17.398465 47.066392 4.800963 0
## [596,] 17.395662 85.444985 3.076480 0
## [597,] 13.239356 78.404534 4.206836 0
## [598,] 17.218417 53.609727 3.472839 0
## [599,] 13.352604 86.978101 3.381864 0
## [600,] 11.674850 55.042679 3.916746 0
## [601,] 16.768945 51.284401 4.284879 0
## [602,] 17.532298 86.848098 3.569570 0
## [603,] 14.383718 61.939297 4.219118 0
## [604,] 9.151209 50.178596 2.887725 0
## [605,] 14.808674 77.763534 3.121945 0
## [606,] 10.212058 56.949724 4.667770 0
## [607,] 14.289320 80.882425 2.901700 0
## [608,] 12.446539 53.898037 3.192570 0
## [609,] 12.412691 NA 5.250173 0
## [610,] 10.989146 73.701449 3.716659 0
## [611,] 13.940221 69.051662 3.845127 0
## [612,] 17.196943 56.769915 4.816705 0
## [613,] 16.672415 83.413838 5.060115 0
## [614,] 14.037903 76.701609 3.292249 0
## [615,] 15.856062 66.270477 4.235174 0
## [616,] 13.628865 69.139220 4.674496 0
## [617,] 9.225985 60.023523 4.969150 0
## [618,] 11.095893 NA 5.703288 0
## [619,] 9.762361 65.216338 4.008499 0
## [620,] 15.740639 63.310503 5.112376 0
## [621,] 10.088668 66.299162 4.183320 0
## [622,] 17.446818 49.883653 2.913048 0
## [623,] 13.758836 46.384064 4.179656 0
## [624,] 11.145040 91.204867 5.014145 0
## [625,] 11.198483 NA 4.342759 0
## [626,] 12.854519 73.313503 4.953534 0
## [627,] 15.400396 41.952292 3.945460 0
## [628,] 15.441490 83.272736 2.604960 0
## [629,] 16.106515 67.952496 3.384179 0
## [630,] 18.800516 92.096000 3.764704 0
## [631,] 19.585002 25.057375 4.028958 0
## [632,] 17.291645 43.272545 4.266775 0
## [633,] 9.545092 60.214647 4.161749 0
## [634,] 10.842095 87.634013 3.675718 0
## [635,] 15.491387 81.315327 4.827704 0
## [636,] 17.323081 67.981741 2.443008 0
## [637,] 11.791840 46.928041 4.590617 0
## [638,] 10.382253 78.305180 3.771314 0
## [639,] 10.941270 NA 4.125750 0
## [640,] 14.951295 79.634261 3.523981 0
## [641,] 9.147436 82.864929 2.364559 0
## [642,] 13.986735 NA 5.666547 0
## [643,] 18.284807 NA 3.592133 0
## [644,] 12.488007 40.959974 3.546696 0
## [645,] 15.314879 89.446850 3.331584 0
## [646,] 15.306063 48.374212 4.306218 0
## [647,] 12.961433 NA 3.282061 0
## [648,] 16.590932 67.745515 3.505079 0
## [649,] 12.723725 52.237736 2.949432 0
## [650,] 15.889650 78.076738 2.395683 0
## [651,] 15.627514 51.850366 4.197305 0
## [652,] 10.855263 NA 3.792040 0
## [653,] 13.008443 87.896166 4.348440 0
## [654,] 18.632142 73.166338 5.013281 0
## [655,] 12.383597 52.097687 4.510405 0
## [656,] 14.352905 33.403048 4.458967 0
## [657,] 11.266886 81.718413 3.792840 0
## [658,] 9.612293 67.381157 2.934697 0
## [659,] 7.750607 63.551822 2.707129 0
## [660,] 18.468690 75.140362 4.536146 0
## [661,] 18.188873 70.588507 3.703191 1
## [662,] 14.665704 51.261827 3.561398 1
## [663,] 12.389229 73.513321 3.919140 1
## [664,] 10.213058 92.643892 3.846548 1
## [665,] 15.149068 78.499418 2.723651 1
## [666,] 16.536216 67.484090 3.885624 1
## [667,] 14.166602 48.254307 2.000757 1
## [668,] 18.822216 62.222875 4.038830 1
## [669,] 13.808375 NA 2.946644 1
## [670,] 14.962780 65.444563 2.475284 1
## [671,] 9.693049 59.577212 3.619133 1
## [672,] 9.184401 49.540120 3.957012 1
## [673,] 15.403390 54.490733 4.350922 1
## [674,] 18.361436 60.393548 3.920116 1
## [675,] 14.980034 69.249229 5.045983 1
## [676,] 19.621923 64.177232 3.200000 1
## [677,] 14.826441 67.305421 3.182521 1
## [678,] 12.937329 46.935252 4.492140 1
## [679,] 13.843494 71.046735 2.804525 1
## [680,] 13.895631 83.146999 5.127911 1
## [681,] 12.826509 74.385199 3.422179 1
## [682,] 17.196012 63.564870 5.370206 1
## [683,] 13.913870 86.121811 5.115431 1
## [684,] 11.420910 70.449003 3.978920 1
## [685,] 16.642480 64.846749 4.058942 1
## [686,] 13.916820 NA 3.379147 1
## [687,] 18.759902 79.370621 4.641259 1
## [688,] 13.042948 74.311619 4.899815 1
## [689,] 9.640241 57.865423 2.645036 1
## [690,] 15.790977 77.166619 4.576729 1
## [691,] 11.757348 56.884528 3.223951 1
## [692,] 12.514641 89.213074 4.430116 1
## [693,] 10.828696 65.005840 2.967554 1
## [694,] 17.032466 58.587459 4.163326 1
## [695,] 14.805198 64.129155 5.112254 1
## [696,] 17.795957 62.466135 3.961731 1
## [697,] 20.051519 52.901127 4.983903 1
## [698,] 12.332288 79.784780 3.693511 1
## [699,] 23.569645 19.175175 5.044455 1
## [700,] 15.900985 63.334895 5.767355 1
## [701,] 15.495603 42.002082 4.363530 1
## [702,] 15.008674 76.879669 3.238693 1
## [703,] 12.897049 75.839132 3.415851 1
## [704,] 15.313978 81.842062 4.772663 1
## [705,] 17.187963 79.634242 3.082080 1
## [706,] 12.636086 NA 3.644607 1
## [707,] 17.530704 67.273874 4.633855 1
## [708,] 10.680673 72.487450 4.355489 1
## [709,] 10.430340 100.231668 3.092626 1
## [710,] 15.485276 54.132658 2.775635 1
## [711,] 10.429159 70.593387 4.072252 1
## [712,] 13.918769 71.681540 3.918673 1
## [713,] 13.651105 92.299101 3.893070 1
## [714,] 16.219141 81.947806 3.894464 1
## [715,] 18.189839 77.931104 4.490393 1
## [716,] 12.721922 92.758852 4.414819 1
## [717,] 13.270279 65.331633 3.913696 1
## [718,] 14.792585 60.991843 3.246583 1
## [719,] 18.415180 87.996223 3.391241 1
## [720,] 16.450990 21.355275 4.441980 1
## [721,] 14.732291 49.985679 5.159301 1
## [722,] 8.956401 77.360985 3.349572 1
## [723,] 9.901328 81.339340 4.677713 1
## [724,] 14.971199 62.365824 3.872018 1
## [725,] 20.386720 73.381488 2.395002 1
## [726,] 15.671564 84.682660 4.304689 1
## [727,] 13.201943 62.322711 3.545741 1
## [728,] 14.221757 53.319977 4.427712 1
## [729,] 16.383140 91.681026 5.712792 1
## [730,] 13.983567 67.817096 4.265233 1
## [731,] 13.910933 55.795357 4.822044 1
## [732,] 19.442599 82.858272 4.559836 1
## [733,] 8.129793 74.603713 4.486180 1
## [734,] 16.581120 66.885270 3.471971 1
## [735,] 8.713964 58.413460 4.293727 1
## [736,] 14.841580 54.437494 3.736021 1
## [737,] 18.743231 54.416965 3.089924 1
## [738,] 16.625627 NA 4.976958 1
## [739,] 14.685927 47.803194 4.003547 1
## [740,] 17.705727 68.379815 3.827256 1
## [741,] 16.895754 67.577109 3.958249 1
## [742,] 7.760853 NA 4.124538 1
## [743,] 7.918150 76.378309 3.718982 1
## [744,] 12.273181 95.905288 2.743867 1
## [745,] 11.687124 66.291650 4.039976 1
## [746,] 12.830646 86.979724 3.373485 1
## [747,] 16.127527 64.564044 4.290393 1
## [748,] 14.376337 90.527536 4.382159 1
## [749,] 6.000391 30.900815 2.777726 1
## [750,] 12.785265 80.757866 4.649365 1
## [751,] 13.263282 60.474031 3.575011 1
## [752,] 11.859074 74.012043 3.189942 1
## [753,] 8.008011 55.870245 2.416402 1
## [754,] 8.857706 64.975574 5.707193 1
## [755,] 9.999398 66.693973 3.388448 1
## [756,] 14.929172 59.602808 3.750164 1
## [757,] 14.689351 56.490077 5.978054 1
## [758,] 15.027088 67.503004 3.210635 1
## [759,] 8.589896 76.306376 4.268525 1
## [760,] 12.841611 46.368219 4.150359 1
## [761,] 16.109169 92.609084 4.833346 1
## [762,] 10.105146 50.886006 4.521836 1
## [763,] 7.817812 89.052588 3.695747 1
## [764,] 10.439619 62.455373 4.741944 1
## [765,] 16.006711 85.338053 5.010163 1
## [766,] 21.228127 63.771833 3.619651 1
## [767,] 21.497866 73.011132 4.111102 1
## [768,] 9.771896 78.295022 3.266213 1
## [769,] 17.073123 72.730639 3.823093 1
## [770,] 13.990842 76.744677 3.556395 1
## [771,] 14.834257 65.326531 3.921976 1
## [772,] 12.300107 61.569477 3.261592 1
## [773,] 17.268074 64.868608 3.655790 1
## [774,] 18.937338 75.392795 3.732202 1
## [775,] 13.217223 80.956458 3.308294 1
## [776,] 18.521792 61.486105 4.599573 1
## [777,] 18.778696 52.640594 4.930190 1
## [778,] 8.986363 41.930439 4.041446 1
## [779,] 14.255356 56.735187 3.487816 1
## [780,] 20.118827 48.271210 4.515150 1
## [781,] 19.232961 30.708421 5.003826 1
## [782,] 16.144510 78.374845 4.779187 1
## [783,] 14.990567 39.842379 2.626547 1
## [784,] 15.486862 63.529460 3.024968 1
## [785,] 14.768337 57.757554 2.191138 1
## [786,] 2.200000 86.737223 4.192257 1
## [787,] 10.407257 69.909491 4.626701 1
## [788,] 14.213799 61.150299 3.685079 1
## [789,] 17.699718 45.906782 3.975572 1
## [790,] 15.122672 33.119613 1.812529 1
## [791,] 12.159457 89.830209 3.785507 1
## [792,] 7.592516 66.225674 5.404046 1
## [793,] 17.751705 63.612403 3.478005 1
## [794,] 12.892210 77.079780 4.598622 1
## [795,] 14.110476 80.571146 3.210882 1
## [796,] 13.553796 64.012944 5.199865 1
## [797,] 12.051417 NA 3.489946 1
## [798,] 10.545092 94.837743 3.813881 1
## [799,] 10.986683 NA 3.398264 1
## [800,] 10.778633 54.426968 4.665681 1
## [801,] 6.039669 82.536173 4.679169 1
## [802,] 18.267951 68.333170 4.518751 1
## [803,] 14.613423 101.351525 4.688271 1
## [804,] 15.147547 62.860627 4.075557 1
## [805,] 14.210624 56.910254 4.556864 1
## [806,] 17.556880 80.749849 3.720264 1
## [807,] 15.130476 65.091291 2.942348 1
## [808,] 14.202664 84.013585 4.736850 1
## [809,] 19.482945 76.634798 4.329204 1
## [810,] 18.361858 48.658109 3.179129 1
## [811,] 10.430076 43.578466 5.160604 1
## [812,] 8.286550 80.540351 3.900509 1
## [813,] 15.621139 64.826028 3.221130 1
## [814,] 12.925870 71.428590 4.925339 1
## [815,] 16.352858 74.312592 5.125417 1
## [816,] 13.797656 59.521664 5.266368 1
## [817,] 14.020507 95.306239 5.190534 1
## [818,] 11.383210 76.538803 5.076362 1
## [819,] 16.066439 58.416699 2.871196 1
## [820,] 16.293716 93.784380 3.592265 1
## [821,] 13.636910 50.590765 2.951396 0
## [822,] 18.463095 62.075902 2.259550 0
## [823,] 13.983833 74.576914 4.917910 0
## [824,] 10.861775 89.577036 5.035823 0
## [825,] 11.075622 58.365995 4.561494 0
## [826,] 11.378738 73.465133 2.854527 0
## [827,] 10.362623 65.694878 4.047907 0
## [828,] 17.247307 76.767797 5.260301 0
## [829,] 17.630362 56.420210 3.630524 0
## [830,] 12.640135 44.328641 4.591137 0
## [831,] 14.116824 65.636759 4.383395 0
## [832,] 8.818757 66.659352 4.030660 0
## [833,] 10.287673 73.445934 5.034683 0
## [834,] 14.027766 80.774275 3.919575 0
## [835,] 18.064957 85.916666 4.405509 0
## [836,] 9.700906 80.537065 2.496343 0
## [837,] 14.949080 71.202038 3.514098 0
## [838,] 12.950444 64.025590 4.299019 0
## [839,] 15.433834 92.693936 5.005879 0
## [840,] 18.273757 68.395413 2.873261 0
## [841,] 12.404439 85.026227 2.730792 0
## [842,] 18.721312 106.243066 3.246077 0
## [843,] 15.779922 39.775513 2.804924 0
## [844,] 11.092842 88.048989 3.738618 0
## [845,] 19.195740 98.490819 2.544020 0
## [846,] 14.027297 70.929879 3.060827 0
## [847,] 21.119249 58.876766 3.633373 0
## [848,] 15.254392 75.907869 4.494544 0
## [849,] 18.893137 68.089865 2.813889 0
## [850,] 11.653458 70.367049 5.214484 0
## [851,] 17.954849 40.140152 4.238253 0
## [852,] 11.135312 70.829110 3.378778 0
## [853,] 9.689144 92.219615 5.102517 0
## [854,] 16.823773 52.297113 4.957420 0
## [855,] 18.026098 44.061625 5.400811 0
## [856,] 14.401654 41.109869 4.476349 0
## [857,] 22.187849 72.727868 4.764194 0
## [858,] 10.407479 85.685272 5.035154 0
## [859,] 9.854011 80.561077 3.390471 0
## [860,] 19.775367 53.270152 4.456104 0
## [861,] 16.354520 47.100982 4.274137 0
## [862,] 11.044405 62.014822 3.403270 0
## [863,] 14.192544 60.373722 2.957195 0
## [864,] 14.233952 74.068658 4.179187 0
## [865,] 11.147704 87.481505 3.256301 0
## [866,] 12.994596 31.390450 4.705562 0
## [867,] 17.314681 48.882198 4.475161 0
## [868,] 12.618252 60.003148 4.009006 0
## [869,] 12.428763 71.625497 3.183435 0
## [870,] 11.084834 NA 4.330322 0
## [871,] 19.301248 70.829513 3.569717 0
## [872,] 14.774801 58.735933 4.154845 0
## [873,] 12.556983 55.253912 2.817391 0
## [874,] 18.343590 82.449002 4.052905 0
## [875,] 15.547964 57.328116 3.837257 0
## [876,] 11.226578 65.182759 3.776226 0
## [877,] 4.966862 72.305219 3.442121 0
## [878,] 17.107563 48.546257 4.838862 0
## [879,] 12.180826 NA 3.408169 0
## [880,] 10.614582 53.879737 4.267953 0
## [881,] 12.828121 90.006765 4.472018 0
## [882,] 12.874805 75.416710 4.555949 0
## [883,] 11.798991 63.827569 2.519892 0
## [884,] 14.638927 68.907754 4.071916 0
## [885,] 10.024039 63.397500 3.871463 0
## [886,] 19.174739 54.966317 3.506765 0
## [887,] 16.722195 71.776018 3.722455 0
## [888,] 11.580141 NA 3.836703 0
## [889,] 11.176548 71.536834 3.806539 0
## [890,] 15.770464 53.321812 4.107364 0
## [891,] 11.915740 78.179171 4.531659 0
## [892,] 15.333005 57.033522 5.580830 0
## [893,] 14.784314 48.451375 3.699146 0
## [894,] 12.813634 84.279218 5.456913 0
## [895,] 7.609798 59.396787 3.294129 0
## [896,] 8.123470 75.668785 2.765722 0
## [897,] 9.982010 52.716589 5.353043 0
## [898,] 13.469924 50.567372 5.174720 0
## [899,] 10.634230 97.087060 4.045547 0
## [900,] 16.307790 55.586142 4.070824 0
## [901,] 11.863248 65.791687 4.167336 0
## [902,] 20.483902 73.488981 3.418763 0
## [903,] 13.797870 63.463409 3.884460 0
## [904,] 14.151473 73.187013 5.438488 0
## [905,] 16.359951 62.368234 4.072198 0
## [906,] 15.905270 50.807825 2.998335 0
## [907,] 14.337804 81.769775 2.934137 0
## [908,] 10.583336 58.801469 3.918470 0
## [909,] 15.661692 28.770619 4.572923 0
## [910,] 10.692588 45.002014 4.101398 0
## [911,] 18.240712 65.694230 4.180389 0
## [912,] 9.583323 37.616485 5.504749 0
## [913,] 16.996330 NA 2.575423 0
## [914,] 13.243329 81.197710 2.784713 0
## [915,] 17.706838 84.388191 4.104835 0
## [916,] 17.075263 58.108259 4.030337 0
## [917,] 14.665561 71.710779 4.144870 0
## [918,] 17.161966 42.115257 3.341427 0
## [919,] 20.606409 76.621489 4.072187 0
## [920,] 20.926950 52.218979 4.070966 0
## [921,] 16.520496 64.696691 3.817779 0
## [922,] 13.125942 61.864580 2.291695 0
## [923,] 15.089441 56.463434 3.978141 0
## [924,] 11.854461 71.165352 3.134000 0
## [925,] 16.296688 46.672483 4.308257 0
## [926,] 17.925782 62.846673 3.698875 0
## [927,] 17.115447 60.251578 2.925038 0
## [928,] 19.527319 58.293945 3.756007 0
## [929,] 13.278896 72.695499 3.619591 0
## [930,] 12.748217 NA 4.439215 0
## [931,] 20.189600 68.688694 2.600619 0
## [932,] 10.663492 78.763592 3.169715 0
## [933,] 14.618767 68.902945 2.445673 0
## [934,] 17.061389 44.273379 3.994556 0
## [935,] 9.852785 64.721331 3.481944 0
## [936,] 14.319411 62.156686 4.921341 0
## [937,] 12.548871 70.525972 3.808372 0
## [938,] 15.164574 79.264575 4.699121 0
## [939,] 14.142251 69.104012 3.941074 0
## [940,] 15.474876 66.030317 4.416184 0
## [941,] 12.599998 77.330137 3.654355 0
## [942,] 18.082490 89.816057 2.276392 0
## [943,] 12.298753 49.452046 3.130045 0
## [944,] 13.780427 69.870484 3.579107 0
## [945,] 16.086949 68.200877 3.588300 0
## [946,] 13.140447 68.252067 4.724322 0
## [947,] 12.758115 59.456691 4.224343 0
## [948,] 15.056064 NA 3.250022 0
## [949,] 17.730371 60.598432 4.325132 0
## [950,] 16.614248 84.299703 3.125391 0
## [951,] 14.049483 70.586360 3.699796 0
## [952,] 12.863992 18.101222 3.675985 0
## [953,] 16.981660 80.269354 3.603610 0
## [954,] 18.094544 44.136469 3.772859 0
## [955,] 8.660869 56.350096 4.106808 0
## [956,] 18.367621 76.416510 4.055421 0
## [957,] 14.023834 89.650788 3.923356 0
## [958,] 17.971295 83.345304 2.966946 0
## [959,] 11.238914 54.865889 3.686759 0
## [960,] 13.417813 80.731097 4.677290 0
## [961,] 18.964418 71.398976 3.883029 0
## [962,] 14.831560 61.050420 3.322065 0
## [963,] 15.416475 32.745611 4.531825 0
## [964,] 14.896210 NA 3.443385 0
## [965,] 12.344834 67.061824 2.372791 0
## [966,] 12.258396 43.841692 4.814779 0
## [967,] 15.233826 49.997034 3.051317 0
## [968,] 13.074750 85.351214 4.369455 0
## [969,] 14.947720 55.961613 4.534681 0
## [970,] 12.909798 61.344664 4.645852 0
## [971,] 16.690266 68.969018 3.458320 0
## [972,] 13.625533 NA 2.620538 0
## [973,] 13.173426 79.780438 4.263193 0
## [974,] 11.877582 69.036523 5.038119 0
## [975,] 11.070511 71.438165 3.941969 0
## [976,] 15.503144 61.591036 3.499049 0
## [977,] 14.659741 89.027196 4.319777 0
## [978,] 7.852086 86.440561 1.964863 0
## [979,] 14.810630 88.020365 3.403393 0
## [980,] 18.248098 49.604842 3.287244 0
## [981,] 19.032219 58.809199 4.182741 0
## [982,] 18.919188 54.755214 3.776718 0
## [983,] 11.070289 62.914421 3.853388 0
## [984,] 15.343316 44.544627 3.076214 0
## [985,] 11.759930 91.239299 3.241267 0
## [986,] 13.232308 98.686620 3.666672 0
## [987,] 18.863817 52.908851 3.258042 0
## [988,] 18.768328 63.664155 3.936973 0
## [989,] 16.198948 64.101951 3.452822 0
## [990,] 14.616509 80.568252 2.978925 0
## [991,] 17.265186 80.234797 6.357439 0
## [992,] 16.271825 64.576851 4.764412 0
## [993,] 13.744749 NA 4.863378 0
## [994,] 18.663901 58.052866 4.217861 0
## [995,] 9.684376 41.337775 4.635709 0
## [996,] 15.470400 81.508682 2.988093 0
## [997,] 16.006991 87.101925 3.666614 0
## [998,] 16.563116 73.260640 4.681717 0
## [999,] 15.805085 56.982020 2.430883 0
## [1000,] 13.521923 46.598871 5.284233 0
## [1001,] 17.758444 35.296181 4.827527 0
## [1002,] 15.110849 90.252455 4.217553 0
## [1003,] 10.622265 74.554285 3.006650 0
## [1004,] 19.699848 62.323303 4.500208 0
## [1005,] 11.635399 49.804322 4.631641 0
## [1006,] 22.091990 79.169281 4.435760 0
## [1007,] 19.912950 59.303053 5.622018 0
## [1008,] 19.418013 84.847740 4.071344 0
## [1009,] 13.978348 71.733845 2.898223 0
## [1010,] 10.415889 71.905147 3.231680 0
## [1011,] 11.713821 63.863068 4.038503 0
## [1012,] 15.215293 63.391468 4.129230 0
## [1013,] 13.561253 39.215917 4.457282 0
## [1014,] 11.975680 65.797023 3.311168 0
## [1015,] 12.588475 58.861558 4.223576 0
## [1016,] 14.523500 71.450447 5.486132 0
## [1017,] 22.159747 75.364974 2.760213 0
## [1018,] 16.202371 79.859323 4.046380 0
## [1019,] 14.744347 62.443239 3.455623 0
## [1020,] 16.895180 65.447362 3.171655 0
## [1021,] 14.070879 73.920320 4.383943 0
## [1022,] 13.573471 80.268372 3.358353 0
## [1023,] 18.725302 43.898088 2.938082 0
## [1024,] 8.033859 48.529038 4.178898 0
## [1025,] 13.571223 62.179477 4.003458 0
## [1026,] 12.534009 86.683635 3.502371 0
## [1027,] 18.117042 79.094440 3.254926 0
## [1028,] 14.134954 51.705215 3.662648 0
## [1029,] 17.015118 51.505508 3.893767 0
## [1030,] 14.668950 57.401465 4.126408 0
## [1031,] 11.789619 78.568182 3.042797 0
## [1032,] 15.116023 57.712992 4.174220 0
## [1033,] 13.748668 75.024545 4.180568 0
## [1034,] 9.984033 65.251551 3.136945 0
## [1035,] 17.539130 84.032858 4.213568 0
## [1036,] 12.971869 70.485251 4.775785 0
## [1037,] 16.903180 51.106614 4.033391 0
## [1038,] 18.525434 68.547448 3.964450 0
## [1039,] 11.983635 107.900842 2.004143 0
## [1040,] 16.980755 61.158047 2.831234 0
## [1041,] 10.075598 63.984225 4.724457 0
## [1042,] 12.427538 23.136611 3.665411 0
## [1043,] 14.740787 NA 5.846827 0
## [1044,] 16.848444 72.687686 3.371680 0
## [1045,] 13.974085 83.157997 2.925732 0
## [1046,] 9.213268 59.280269 2.275903 0
## [1047,] 19.394027 54.510725 3.178004 0
## [1048,] 15.958334 70.615832 4.102292 0
## [1049,] 12.666016 78.767052 4.444901 0
## [1050,] 15.157408 71.022744 5.140208 0
## [1051,] 15.892079 72.164019 4.763731 0
## [1052,] 11.802847 72.384762 3.696328 0
## [1053,] 15.357583 44.555264 4.213700 0
## [1054,] 15.692738 107.282329 4.081728 0
## [1055,] 7.791638 58.174825 4.919585 0
## [1056,] 23.952450 68.242206 3.651865 0
## [1057,] 12.535838 56.310592 4.599082 0
## [1058,] 8.637461 55.603512 3.332906 0
## [1059,] 13.378165 89.051957 3.309472 0
## [1060,] 8.547283 60.144702 2.391540 0
## [1061,] 17.192685 41.035789 4.502138 0
## [1062,] 14.712285 106.371720 3.855773 0
## [1063,] 7.151751 88.413296 2.875880 0
## [1064,] 11.515123 39.550476 3.214450 0
## [1065,] 17.595510 75.519059 2.770823 0
## [1066,] 15.234277 48.195572 4.157927 0
## [1067,] 9.027167 67.476229 2.804927 0
## [1068,] 18.967259 59.651523 4.398901 0
## [1069,] 16.980610 69.622490 2.575141 0
## [1070,] 9.767081 43.142000 4.565423 0
## [1071,] 18.261213 45.981624 4.344805 1
## [1072,] 14.136699 68.861861 3.891097 1
## [1073,] 21.340849 51.274712 2.959750 1
## [1074,] 16.410654 64.505923 6.389161 1
## [1075,] 12.340384 83.238661 3.551656 1
## [1076,] 16.716557 17.000683 3.959294 1
## [1077,] 13.214324 79.863009 3.300253 1
## [1078,] 12.466610 NA 2.506238 1
## [1079,] 14.247947 85.930428 3.325639 1
## [1080,] 12.014243 72.608076 4.868543 1
## [1081,] 12.010676 58.100707 3.584985 1
## [1082,] 12.357385 108.849568 3.505300 1
## [1083,] 10.838249 65.548216 3.874425 1
## [1084,] 10.641789 63.722933 3.182583 1
## [1085,] 12.302669 59.887367 2.460465 1
## [1086,] 13.461794 50.895233 2.977047 1
## [1087,] 13.767802 99.175595 3.667154 1
## [1088,] 12.511973 49.299849 2.958415 1
## [1089,] 15.459307 68.895603 3.870611 1
## [1090,] 14.587290 81.378451 3.822669 1
## [1091,] 17.207494 73.940970 3.223081 1
## [1092,] 14.033995 29.668142 4.387208 1
## [1093,] 13.860453 93.714876 2.999702 1
## [1094,] 13.643236 61.125080 5.612296 1
## [1095,] 15.310631 73.723070 3.741143 1
## [1096,] 11.235144 46.682597 4.592959 1
## [1097,] 20.605552 70.168389 4.604725 1
## [1098,] 12.092499 81.592362 4.165550 1
## [1099,] 11.410184 77.286551 3.659653 1
## [1100,] 17.385515 73.115053 3.789237 1
## [1101,] 12.419906 74.674383 3.898916 1
## [1102,] 14.168314 102.567846 4.300695 1
## [1103,] 8.963254 82.581338 4.497731 1
## [1104,] 14.449181 68.640768 4.342797 1
## [1105,] 21.430293 43.188803 3.678686 1
## [1106,] 20.057619 78.501492 4.721340 1
## [1107,] 16.521942 67.533260 5.688207 1
## [1108,] 18.828594 43.440644 3.819985 1
## [1109,] 20.222075 NA 3.410686 1
## [1110,] 15.563460 77.834036 3.261651 1
## [1111,] 14.063140 65.155182 4.995602 1
## [1112,] 13.609643 70.571414 3.968647 1
## [1113,] 6.059608 105.400460 3.690929 1
## [1114,] 15.692839 82.929345 4.393944 1
## [1115,] 16.005207 72.363217 3.080297 1
## [1116,] 18.235220 72.299662 3.808793 1
## [1117,] 11.793246 57.345645 3.242545 1
## [1118,] 17.592126 68.992741 4.005893 1
## [1119,] 13.335381 54.216284 4.854313 1
## [1120,] 11.325447 80.338331 3.631042 1
## [1121,] 13.283100 74.412867 2.571392 1
## [1122,] 14.388350 73.164778 4.201054 1
## [1123,] 13.531660 42.844511 2.917284 1
## [1124,] 14.920616 8.577013 2.181714 1
## [1125,] 14.065597 82.781926 3.422543 1
## [1126,] 11.855103 49.480441 3.911015 1
## [1127,] 10.504023 67.493450 2.911751 1
## [1128,] 10.824600 75.328892 4.143365 1
## [1129,] 12.866420 55.498331 3.439561 1
## [1130,] 15.692176 79.962803 3.918006 1
## [1131,] 15.297496 NA 4.220028 1
## [1132,] 13.898950 63.857674 4.081329 1
## [1133,] 18.428387 41.290330 3.613835 1
## [1134,] 11.246460 60.292187 3.209588 1
## [1135,] 17.731882 59.686076 4.208354 1
## [1136,] 10.371843 62.037730 5.702505 1
## [1137,] 12.814604 NA 4.398059 1
## [1138,] 15.151173 79.538368 3.274629 1
## [1139,] 14.420882 55.586815 3.939011 1
## [1140,] 15.869010 55.384333 5.030712 1
## [1141,] 15.023962 47.144144 4.052367 1
## [1142,] 12.712187 62.471115 4.485070 1
## [1143,] 11.403372 84.525775 3.329601 1
## [1144,] 20.939359 54.198520 5.370403 1
## [1145,] 15.603729 82.317854 3.533500 1
## [1146,] 10.353995 60.009184 3.881767 1
## [1147,] 12.495658 79.946113 4.764995 1
## [1148,] 14.365625 74.888422 3.499775 1
## [1149,] 16.053202 79.357560 4.431739 1
## [1150,] 10.070192 50.124122 4.641041 1
## [1151,] 20.224426 104.580881 4.043915 1
## [1152,] 12.906730 68.748918 2.010537 1
## [1153,] 14.947811 89.774160 3.578826 1
## [1154,] 17.848994 103.321827 4.046306 1
## [1155,] 13.978608 52.301550 3.894061 1
## [1156,] 13.526522 NA 3.229834 1
## [1157,] 11.055801 116.161622 3.534665 1
## [1158,] 12.567061 118.357275 4.318272 1
## [1159,] 19.355841 45.104018 4.209137 1
## [1160,] 13.133959 96.125198 3.442848 1
## [1161,] 13.262102 79.344915 2.472720 1
## [1162,] 17.857214 62.553136 3.292270 1
## [1163,] 16.089710 59.494026 2.929953 1
## [1164,] 14.176501 68.124809 4.412174 1
## [1165,] 15.976018 47.400093 3.804352 1
## [1166,] 14.090719 60.320070 4.620686 1
## [1167,] 19.643896 68.236370 3.433135 1
## [1168,] 16.576565 58.675066 4.536123 1
## [1169,] 10.583581 73.106007 4.957822 1
## [1170,] 17.545440 64.071288 5.113870 1
## [1171,] 14.665441 60.515772 4.910534 1
## [1172,] 7.619812 79.944916 4.745248 1
## [1173,] 7.090387 66.026796 3.093814 1
## [1174,] 11.973422 62.960463 4.553381 1
## [1175,] 8.189662 59.663554 4.186675 1
## [1176,] 15.965652 75.914398 3.877349 1
## [1177,] 14.911191 79.687039 2.286943 1
## [1178,] 18.713876 76.414153 4.438858 1
## [1179,] 16.777540 62.756891 4.275645 1
## [1180,] 13.789267 49.642451 2.962852 1
## [1181,] 11.147085 90.886908 3.843405 1
## [1182,] 12.493388 76.225580 3.729120 1
## [1183,] 13.818450 49.652834 5.446566 1
## [1184,] 16.274831 84.827183 4.401628 1
## [1185,] 17.033602 61.205470 3.386294 1
## [1186,] 14.683580 55.326369 5.648606 1
## [1187,] 13.533433 41.731219 4.132274 1
## [1188,] 18.238711 45.668318 5.218307 1
## [1189,] 8.233405 66.678214 4.601802 1
## [1190,] 14.670555 83.469934 4.501980 1
## [1191,] 17.561933 49.388362 3.371111 1
## [1192,] 18.737931 64.808546 3.709437 1
## [1193,] 11.930433 76.524270 4.387602 1
## [1194,] 10.890085 87.912530 2.220640 1
## [1195,] 17.343806 53.085480 2.820927 1
## [1196,] 11.988324 43.912634 4.315308 1
## [1197,] 8.602425 74.581711 3.624635 1
## [1198,] 14.298521 51.868885 3.940282 1
## [1199,] 14.799553 85.775784 4.531196 1
## [1200,] 10.785965 68.294617 3.397303 1
## [1201,] 14.512991 35.565966 4.308223 1
## [1202,] 16.311696 74.570581 3.470885 1
## [1203,] 11.858905 94.340172 4.616641 1
## [1204,] 14.427225 55.393613 3.912836 1
## [1205,] 11.169090 59.826439 3.721975 1
## [1206,] 16.307474 NA 4.271168 1
## [1207,] 18.999154 NA 3.840889 1
## [1208,] 14.058461 40.916811 3.190128 1
## [1209,] 13.686026 77.182622 4.511384 1
## [1210,] 5.871941 75.714425 5.199447 1
## [1211,] 20.539688 88.057105 3.317152 1
## [1212,] 16.711471 46.552618 3.680410 1
## [1213,] 14.083110 50.286395 4.516870 1
## [1214,] 17.384471 88.361846 3.771596 1
## [1215,] 10.933867 49.145504 4.314495 1
## [1216,] 8.360283 52.501187 3.173879 1
## [1217,] 15.894674 57.643457 4.523237 1
## [1218,] 13.081881 99.640691 3.042497 1
## [1219,] 13.954710 32.799029 4.599432 1
## [1220,] 12.199449 71.271231 4.647096 1
## [1221,] 14.495791 77.212274 4.362086 1
## [1222,] 15.843303 59.728173 3.499453 1
## [1223,] 14.861133 72.762585 2.799883 1
## [1224,] 12.038457 80.312558 4.164029 1
## [1225,] 14.084388 61.392983 4.104699 1
## [1226,] 15.698726 84.158080 2.938536 1
## [1227,] 10.049772 55.232271 4.855821 1
## [1228,] 14.282961 85.393399 3.951304 1
## [1229,] 15.715546 75.590599 3.068919 1
## [1230,] 11.285709 58.236119 3.707974 1
## [1231,] 17.871950 78.492783 4.111691 0
## [1232,] 14.121049 45.602992 4.650034 0
## [1233,] 13.676435 74.424166 3.281802 0
## [1234,] 15.867751 80.498498 4.453526 0
## [1235,] 10.069254 NA 5.229809 0
## [1236,] 19.572572 NA 2.842471 0
## [1237,] 14.376764 60.743770 5.464857 0
## [1238,] 9.704704 79.484801 3.871372 0
## [1239,] 13.001881 79.529338 4.152014 0
## [1240,] 16.736749 42.349461 4.402340 0
## [1241,] 13.447513 50.756064 2.372925 0
## [1242,] 13.951332 67.142033 5.152528 0
## [1243,] 17.138831 39.777282 3.687152 0
## [1244,] 11.871725 75.504542 2.203841 0
## [1245,] 12.701422 NA 4.402244 0
## [1246,] 18.503762 66.136988 4.144872 0
## [1247,] 10.504303 57.862157 3.210168 0
## [1248,] 16.681990 72.048083 2.878516 0
## [1249,] 16.233039 67.873910 4.217744 0
## [1250,] 10.444501 68.184020 3.762223 0
## [1251,] 15.664382 68.615876 4.119436 0
## [1252,] 20.768986 89.646506 3.790524 0
## [1253,] 14.801329 97.277004 4.125732 0
## [1254,] 18.600728 67.964376 3.502082 0
## [1255,] 16.035980 40.076113 3.806596 0
## [1256,] 17.921141 34.816398 4.805792 0
## [1257,] 12.127254 105.165799 4.094746 0
## [1258,] 14.393869 69.939822 4.657361 0
## [1259,] 13.773610 84.816771 3.110932 0
## [1260,] 13.937968 88.771969 4.559337 0
## [1261,] 12.002178 80.758618 3.358284 0
## [1262,] 13.623308 56.326497 4.107467 0
## [1263,] 21.813160 104.747700 3.875238 0
## [1264,] 14.536080 71.045480 3.690862 0
## [1265,] 18.736927 40.224521 3.506229 0
## [1266,] 16.030293 NA 4.592980 0
## [1267,] 14.244720 52.616387 4.059377 0
## [1268,] 16.982256 73.733593 4.153559 0
## [1269,] 12.437571 65.746717 3.844013 0
## [1270,] 18.125202 78.153575 3.584202 0
## [1271,] 16.437715 79.471177 5.032855 0
## [1272,] 16.661153 54.236592 3.572344 0
## [1273,] 17.466467 62.792905 4.395285 0
## [1274,] 8.634319 86.810229 3.561963 0
## [1275,] 15.647036 64.980642 4.599236 0
## [1276,] 11.705953 52.363442 4.316063 0
## [1277,] 10.218185 70.033119 4.320900 0
## [1278,] 14.098786 70.300741 4.846359 0
## [1279,] 11.838106 77.838212 3.994714 0
## [1280,] 15.843744 65.580338 2.941555 0
## [1281,] 12.501554 85.682146 3.919955 0
## [1282,] 18.207137 67.054119 2.770948 0
## [1283,] 14.410952 45.448777 5.290921 0
## [1284,] 12.370339 63.446749 3.746620 0
## [1285,] 12.570715 54.968734 3.488373 0
## [1286,] 20.603574 85.105892 3.542811 0
## [1287,] 7.710769 73.634278 4.086921 0
## [1288,] 5.362371 61.911364 3.293553 0
## [1289,] 12.128366 79.245033 2.081425 0
## [1290,] 16.196573 75.302598 4.089485 0
## [1291,] 18.253472 84.022119 1.496101 0
## [1292,] 15.047593 83.921292 4.126965 0
## [1293,] 16.839331 76.243623 4.397533 0
## [1294,] 8.857599 37.734790 4.403250 0
## [1295,] 13.815757 86.753117 3.490588 0
## [1296,] 17.660149 66.588849 3.180580 0
## [1297,] 11.349210 86.946897 4.116348 0
## [1298,] 12.198732 55.942366 4.900446 0
## [1299,] 19.164525 NA 4.330049 0
## [1300,] 17.478162 65.989507 3.173200 0
## [1301,] 14.524408 64.124391 3.992848 0
## [1302,] 9.970144 68.507542 4.104938 0
## [1303,] 14.531777 50.774208 2.499910 0
## [1304,] 9.762505 73.832405 3.533243 0
## [1305,] 11.090374 61.100240 5.288058 0
## [1306,] 11.090006 88.483583 2.634341 0
## [1307,] 9.512103 84.053415 4.625729 0
## [1308,] 11.023800 48.525525 5.345324 0
## [1309,] 13.888704 64.841637 4.235108 0
## [1310,] 13.271499 72.129840 3.206995 0
## [1311,] 12.618667 52.377477 3.329243 0
## [1312,] 15.335711 54.946344 4.151866 0
## [1313,] 16.719156 77.671292 4.194600 0
## [1314,] 12.180626 NA 4.297914 0
## [1315,] 10.667254 44.289013 4.442712 0
## [1316,] 11.395098 66.165224 2.534499 0
## [1317,] 17.757697 114.208671 3.983099 0
## [1318,] 22.891011 75.472825 3.244867 0
## [1319,] 13.165035 61.058796 2.921415 0
## [1320,] 9.986355 81.963485 3.439623 0
## [1321,] 18.633065 71.919217 3.272471 0
## [1322,] 11.122653 66.359658 3.232872 0
## [1323,] 12.955577 55.522195 5.671999 0
## [1324,] 10.772862 76.617599 2.728800 0
## [1325,] 16.122668 52.166773 3.195591 0
## [1326,] 10.401973 36.751898 3.035671 0
## [1327,] 17.242909 80.651978 4.104662 0
## [1328,] 16.579301 65.882335 4.265547 0
## [1329,] 13.670099 77.339918 3.675558 0
## [1330,] 12.958917 70.937481 4.893751 0
## [1331,] 11.633015 NA 2.969434 0
## [1332,] 14.753055 34.265860 4.371748 0
## [1333,] 19.682337 70.546862 4.240032 0
## [1334,] 11.676601 58.600940 5.444927 0
## [1335,] 11.144072 68.612391 4.272203 0
## [1336,] 17.582615 78.213738 4.404132 0
## [1337,] 10.924461 87.379561 3.055790 0
## [1338,] 20.523191 26.140863 3.661529 0
## [1339,] 13.339716 55.751362 2.778906 0
## [1340,] 15.874564 71.631818 2.432507 0
## [1341,] 17.109829 89.122026 3.682134 0
## [1342,] 14.110249 58.751463 4.894842 0
## [1343,] 12.842048 51.859151 3.540532 0
## [1344,] 10.784140 79.719666 5.506934 0
## [1345,] 17.551570 59.571837 3.570290 0
## [1346,] 12.168764 54.404704 3.695084 0
## [1347,] 13.827755 59.376451 4.373999 0
## [1348,] 15.061714 68.107216 3.266029 0
## [1349,] 20.929103 60.520904 4.242947 0
## [1350,] 17.263576 68.738989 5.082206 0
## [1351,] 17.517283 61.182844 3.793318 0
## [1352,] 18.076963 93.409614 3.624101 0
## [1353,] 12.186310 53.908820 4.015574 0
## [1354,] 10.839796 69.420035 3.000096 0
## [1355,] 13.178301 41.525863 3.440859 0
## [1356,] 7.242761 NA 3.489283 0
## [1357,] 13.415205 73.629240 3.319953 0
## [1358,] 15.254653 71.542306 3.302212 0
## [1359,] 8.234265 76.657286 3.446401 0
## [1360,] 23.135952 73.786211 4.270851 0
## [1361,] 14.363661 16.291505 3.687995 0
## [1362,] 7.775896 38.794307 3.152345 0
## [1363,] 13.719331 77.769334 2.572830 0
## [1364,] 14.761878 82.831554 3.806700 0
## [1365,] 16.787272 82.016058 3.331550 0
## [1366,] 15.173956 73.450164 3.465089 0
## [1367,] 22.763707 71.428978 5.920234 0
## [1368,] 15.212798 90.579020 3.282750 0
## [1369,] 15.545029 92.011257 3.745725 0
## [1370,] 12.419359 59.763194 4.428312 0
## [1371,] 15.213176 34.471753 2.909606 0
## [1372,] 13.450580 63.579317 5.168298 0
## [1373,] 12.158056 67.212405 3.425065 0
## [1374,] 10.613710 71.963390 3.507709 0
## [1375,] 13.900110 64.042698 4.149414 0
## [1376,] 14.235105 70.704363 4.194200 0
## [1377,] 11.095060 68.923128 5.600459 0
## [1378,] 9.619021 40.233823 5.428917 0
## [1379,] 18.081957 52.967469 4.454477 0
## [1380,] 19.957513 44.345680 4.641738 0
## [1381,] 15.879549 63.676952 3.863287 0
## [1382,] 13.754221 57.438275 4.237345 0
## [1383,] 14.441754 79.169597 4.086867 0
## [1384,] 13.447314 54.117664 4.115696 0
## [1385,] 11.598340 72.033901 4.426983 0
## [1386,] 17.916964 50.878820 3.030824 0
## [1387,] 12.950545 65.839742 2.906589 0
## [1388,] 17.236047 75.853549 2.835794 0
## [1389,] 18.543500 NA 3.052822 0
## [1390,] 12.632707 80.249886 3.530498 0
## [1391,] 4.371899 74.673986 3.542093 0
## [1392,] 12.510887 66.376374 4.839176 0
## [1393,] 18.281754 43.433240 3.613212 0
## [1394,] 16.743289 72.710127 4.174569 0
## [1395,] 12.671607 27.559355 4.084697 0
## [1396,] 15.160641 70.337057 4.767722 0
## [1397,] 21.520593 62.659460 3.270904 0
## [1398,] 13.624148 NA 4.822884 0
## [1399,] 20.720473 82.396766 3.893926 0
## [1400,] 11.659196 49.522330 3.927981 0
## [1401,] 16.133499 58.134527 5.436819 0
## [1402,] 12.742329 67.282328 4.243134 0
## [1403,] 12.348083 90.390277 4.713719 0
## [1404,] 18.092608 96.442129 4.168487 0
## [1405,] 15.349869 63.696746 3.319354 0
## [1406,] 17.038212 NA 5.247130 0
## [1407,] 11.813338 61.935078 4.874534 0
## [1408,] 9.504880 66.146355 2.935802 0
## [1409,] 18.215464 53.976734 3.839185 0
## [1410,] 13.389549 28.566364 3.995857 0
## [1411,] 16.684074 74.529806 4.991896 0
## [1412,] 12.286237 62.768615 4.808583 0
## [1413,] 14.156241 64.164409 3.577447 0
## [1414,] 11.558372 85.864119 3.568197 0
## [1415,] 18.126924 50.081054 4.144781 0
## [1416,] 14.467095 74.374018 4.409054 0
## [1417,] 14.408080 78.100735 2.957441 0
## [1418,] 20.088643 53.925045 4.223884 0
## [1419,] 10.144443 42.315473 3.151389 0
## [1420,] 15.379519 31.895507 5.138048 0
## [1421,] 20.209330 49.156640 4.170076 0
## [1422,] 16.237265 74.611653 2.990151 0
## [1423,] 15.119348 63.359706 2.781944 0
## [1424,] 19.270709 84.192581 3.494032 0
## [1425,] 13.333518 58.194222 5.122703 0
## [1426,] 12.677488 57.280265 2.865031 0
## [1427,] 19.703422 82.253454 3.965647 0
## [1428,] 14.359351 50.926671 4.461211 0
## [1429,] 12.366424 79.206473 4.405408 0
## [1430,] 13.786141 33.781557 4.133069 0
## [1431,] 12.263150 49.502513 2.459337 0
## [1432,] 16.643696 73.259221 2.614766 0
## [1433,] 17.697765 74.230076 4.352296 0
## [1434,] 17.105328 71.020825 4.909571 0
## [1435,] 17.161768 69.467359 2.981649 0
## [1436,] 14.160899 65.433008 3.807318 0
## [1437,] 7.689294 77.003121 3.236570 0
## [1438,] 11.180350 NA 4.754313 0
## [1439,] 10.971432 74.608023 3.021289 0
## [1440,] 14.307687 81.529534 4.016144 0
## [1441,] 20.751751 60.236844 3.155214 0
## [1442,] 17.099096 63.190835 3.857852 0
## [1443,] 11.591795 61.946683 5.457831 0
## [1444,] 13.583559 45.900706 4.149483 0
## [1445,] 11.118171 64.027600 4.257038 0
## [1446,] 17.013801 72.606332 3.144790 0
## [1447,] 12.902109 NA 2.200678 0
## [1448,] 4.861631 72.837540 3.504525 0
## [1449,] 10.034950 55.947322 5.389510 0
## [1450,] 17.405818 NA 3.133839 0
## [1451,] 20.055737 96.591460 4.565542 0
## [1452,] 13.615947 75.129896 5.227609 0
## [1453,] 13.780973 59.542769 3.986781 0
## [1454,] 15.107289 89.800947 2.452121 0
## [1455,] 15.062841 57.814335 3.634031 0
## [1456,] 19.318760 58.574610 3.508504 0
## [1457,] 16.095520 NA 3.266562 0
## [1458,] 13.081524 87.279537 3.652991 0
## [1459,] 16.011608 69.976719 4.128193 0
## [1460,] 14.782861 73.433479 3.484121 0
## [1461,] 12.420834 49.129301 3.908199 0
## [1462,] 11.094898 91.493087 3.930081 0
## [1463,] 13.872994 66.983589 3.822307 0
## [1464,] 14.861906 58.754981 4.435514 0
## [1465,] 15.466455 34.719623 3.808851 0
## [1466,] 18.588091 68.458037 5.799322 0
## [1467,] 8.574691 88.620139 4.760382 0
## [1468,] 12.626474 60.900254 4.709374 0
## [1469,] 15.674785 86.760257 3.278584 0
## [1470,] 17.757917 91.384605 4.379630 0
## [1471,] 18.417924 71.875574 4.115428 0
## [1472,] 17.442301 77.722257 3.642289 0
## [1473,] 11.055446 79.288740 5.302973 0
## [1474,] 19.637042 48.709989 4.732003 0
## [1475,] 13.988707 96.826961 4.371079 0
## [1476,] 13.067803 99.918387 4.460363 0
## [1477,] 11.827401 NA 4.359137 0
## [1478,] 17.238656 74.948217 3.295034 0
## [1479,] 13.441175 92.486140 4.654177 0
## [1480,] 16.552543 56.399346 3.933565 0
## [1481,] 12.168334 83.656615 4.127599 1
## [1482,] 10.817123 81.224983 3.756720 1
## [1483,] 8.840514 66.543935 5.251223 1
## [1484,] 13.330091 68.388378 4.138697 1
## [1485,] 19.827392 43.564293 4.914884 1
## [1486,] 10.522935 62.125469 3.574172 1
## [1487,] 11.913204 58.273700 3.089550 1
## [1488,] 7.091229 98.594560 3.040031 1
## [1489,] 12.305634 45.687421 3.968177 1
## [1490,] 14.162010 70.765992 3.430167 1
## [1491,] 9.006143 60.912034 2.505650 1
## [1492,] 11.173155 88.888819 3.684263 1
## [1493,] 12.291616 87.429078 2.087080 1
## [1494,] 17.218575 56.044934 4.015246 1
## [1495,] 14.181471 33.592031 4.548100 1
## [1496,] 16.559229 NA 4.533174 1
## [1497,] 12.907351 73.688742 3.198879 1
## [1498,] 7.283013 73.331529 4.687847 1
## [1499,] 19.385941 70.957565 3.077035 1
## [1500,] 17.297556 65.065069 3.360131 1
## [1501,] 12.446976 60.159413 4.490105 1
## [1502,] 12.332979 67.748991 2.881370 1
## [1503,] 5.512040 77.830816 3.393325 1
## [1504,] 17.048683 72.827392 3.354890 1
## [1505,] 13.225666 50.803353 3.123166 1
## [1506,] 13.312723 68.944888 3.796737 1
## [1507,] 18.917027 58.692204 4.425134 1
## [1508,] 11.712149 65.967814 3.707054 1
## [1509,] 11.032867 52.510520 4.007903 1
## [1510,] 12.082169 61.474423 3.797068 1
## [1511,] 9.261965 71.002217 4.176219 1
## [1512,] 16.865453 62.154379 3.271339 1
## [1513,] 14.046278 67.627241 2.367041 1
## [1514,] 15.422459 94.386932 3.861109 1
## [1515,] 8.398237 67.290956 2.747027 1
## [1516,] 17.375739 51.153972 2.884715 1
## [1517,] 12.053627 93.871692 3.842578 1
## [1518,] 14.314282 52.697958 3.931653 1
## [1519,] 15.845193 59.474013 4.095612 1
## [1520,] 10.353659 45.304007 3.364891 1
## [1521,] 14.670246 62.259623 3.589252 1
## [1522,] 17.477598 59.989737 3.889500 1
## [1523,] 17.051185 69.781641 4.284831 1
## [1524,] 13.961740 65.866679 3.867843 1
## [1525,] 11.781265 86.513474 5.554075 1
## [1526,] 19.495393 NA 3.181112 1
## [1527,] 17.425460 90.662337 2.285520 1
## [1528,] 12.575417 60.648404 3.160075 1
## [1529,] 11.835382 71.436038 4.255948 1
## [1530,] 10.213623 75.561050 3.714469 1
## [1531,] 13.746598 60.490581 3.356978 1
## [1532,] 12.485257 57.818484 2.942115 1
## [1533,] 20.637599 76.529077 4.080786 1
## [1534,] 14.354595 57.247082 2.404729 1
## [1535,] 17.998160 67.356079 4.354535 1
## [1536,] 13.977338 97.859775 4.322325 1
## [1537,] 5.218233 48.735514 4.356594 1
## [1538,] 16.548438 55.132546 3.338022 1
## [1539,] 8.148929 69.375044 4.534960 1
## [1540,] 13.996101 51.174058 4.746092 1
## [1541,] 14.006983 91.590703 4.564460 1
## [1542,] 16.061440 61.851358 4.159567 1
## [1543,] 15.094091 86.554168 4.526351 1
## [1544,] 9.497937 50.660145 3.981969 1
## [1545,] 12.683724 86.165971 4.263180 1
## [1546,] 7.832108 69.419665 2.746650 1
## [1547,] 14.299242 71.706891 4.299209 1
## [1548,] 14.597145 70.850977 4.150167 1
## [1549,] 14.786347 80.980213 3.352765 1
## [1550,] 16.192870 91.123219 3.767443 1
## [1551,] 12.645176 78.756533 4.930084 1
## [1552,] 9.456473 94.901122 3.743704 1
## [1553,] 15.669628 55.404080 4.534233 1
## [1554,] 13.043617 77.131051 3.784085 1
## [1555,] 9.313771 70.828374 4.354288 1
## [1556,] 17.526819 91.602794 3.931731 1
## [1557,] 16.086232 53.502086 4.108857 1
## [1558,] 18.502406 78.354341 3.959637 1
## [1559,] 15.292706 63.939821 4.810185 1
## [1560,] 16.574060 92.945757 4.274738 1
## [1561,] 8.127543 77.554953 3.535598 1
## [1562,] 20.789592 93.300733 4.007347 1
## [1563,] 13.760231 90.306310 4.400203 1
## [1564,] 15.846048 NA 3.612919 1
## [1565,] 11.813231 67.651025 5.114607 1
## [1566,] 13.022135 54.060851 3.315071 1
## [1567,] 12.997263 69.260209 3.395483 1
## [1568,] 11.053925 74.108180 3.498717 1
## [1569,] 14.632438 82.650635 3.452150 1
## [1570,] 16.650114 31.174039 3.938506 1
## [1571,] 14.942217 NA 3.901097 1
## [1572,] 11.300587 53.201848 4.889458 1
## [1573,] 11.423377 59.267099 5.021465 1
## [1574,] 20.314617 83.707938 4.867287 1
## [1575,] 8.642494 84.581963 3.153005 1
## [1576,] 17.151969 77.810699 4.304052 1
## [1577,] 15.581903 61.853528 4.943843 1
## [1578,] 15.669955 67.230057 5.185000 1
## [1579,] 16.154964 91.461709 4.916218 1
## [1580,] 12.392869 83.707045 2.741791 1
## [1581,] 14.028602 61.446945 3.837639 1
## [1582,] 17.664555 68.573198 4.539371 1
## [1583,] 13.307824 62.826687 4.072063 1
## [1584,] 15.153817 74.765101 3.700917 1
## [1585,] 17.865533 85.192511 4.999752 1
## [1586,] 17.125863 NA 4.816348 1
## [1587,] 13.265853 66.577952 3.529427 1
## [1588,] 17.950001 54.983878 4.076403 1
## [1589,] 15.238642 65.614705 4.677921 1
## [1590,] 10.905476 75.333025 4.628975 1
## [1591,] 8.412402 66.163439 3.013361 1
## [1592,] 11.309245 70.116746 4.640043 1
## [1593,] 12.376272 32.761161 4.154685 1
## [1594,] 11.009592 92.481885 3.920288 1
## [1595,] 16.701920 68.793062 3.149202 1
## [1596,] 11.283387 91.942181 5.544167 1
## [1597,] 13.309391 43.019427 4.026622 1
## [1598,] 10.742146 40.773856 4.211672 1
## [1599,] 19.218374 54.268008 5.537476 1
## [1600,] 9.809669 79.397105 3.619182 1
## [1601,] 12.312493 59.680518 3.152763 1
## [1602,] 10.008146 61.679801 5.349211 1
## [1603,] 10.811673 81.526457 3.574605 1
## [1604,] 15.931879 66.551419 4.302179 1
## [1605,] 11.316002 54.943992 4.201577 1
## [1606,] 15.352425 74.760976 2.745804 1
## [1607,] 16.148258 83.332516 2.891019 1
## [1608,] 13.680838 91.925742 4.989876 1
## [1609,] 11.983961 69.853135 4.120828 1
## [1610,] 12.764141 96.795403 4.134575 1
## [1611,] 12.493510 61.275234 3.495063 1
## [1612,] 15.072450 84.115673 4.600663 1
## [1613,] 18.781679 NA 2.640246 1
## [1614,] 10.851917 NA 3.362822 1
## [1615,] 13.621325 100.821792 4.585972 1
## [1616,] 13.216489 61.084652 2.725565 1
## [1617,] 16.589072 72.976741 3.579652 1
## [1618,] 17.407261 104.207104 4.892050 1
## [1619,] 15.553588 NA 3.327384 1
## [1620,] 13.617560 NA 4.526768 1
## [1621,] 11.058818 64.663309 3.802820 1
## [1622,] 12.293770 49.009256 3.021382 1
## [1623,] 17.968736 NA 3.453439 1
## [1624,] 9.386799 91.402112 3.438280 1
## [1625,] 10.285283 66.420579 5.256484 1
## [1626,] 9.025661 53.019585 4.486513 1
## [1627,] 18.527105 80.462810 2.890999 1
## [1628,] 15.918912 60.339794 4.601351 1
## [1629,] 18.703657 62.868527 3.846612 1
## [1630,] 13.314422 58.220982 4.019011 1
## [1631,] 12.574420 17.527765 3.937334 1
## [1632,] 14.650809 59.158843 5.427373 1
## [1633,] 14.395519 78.868465 4.645692 1
## [1634,] 11.047456 60.935987 3.716368 1
## [1635,] 7.122391 41.190507 3.594217 1
## [1636,] 15.353950 74.885676 3.392134 1
## [1637,] 14.523389 64.121740 4.371882 1
## [1638,] 14.277103 53.481943 4.709676 1
## [1639,] 12.861417 72.187015 4.116263 1
## [1640,] 18.838735 53.815435 3.639972 1
## [1641,] 18.938528 53.137132 2.748429 0
## [1642,] 12.704460 40.546037 4.141819 0
## [1643,] 20.680975 77.137500 2.846501 0
## [1644,] 13.408146 54.619128 4.725746 0
## [1645,] 13.406737 43.075186 2.487969 0
## [1646,] 11.026909 85.241873 3.113764 0
## [1647,] 9.696478 69.697025 3.704324 0
## [1648,] 19.339143 81.098746 3.959518 0
## [1649,] 15.741911 78.810852 4.312290 0
## [1650,] 7.360772 76.290285 4.952733 0
## [1651,] 6.732794 90.993268 4.246446 0
## [1652,] 11.665753 48.710293 3.969463 0
## [1653,] 16.183542 77.839521 3.299047 0
## [1654,] 15.438287 56.532387 3.829784 0
## [1655,] 6.306055 55.065243 3.858979 0
## [1656,] 14.391606 81.082456 4.383823 0
## [1657,] 12.249489 59.523003 4.294448 0
## [1658,] 12.762546 67.159532 3.717823 0
## [1659,] 10.754842 30.965844 2.943522 0
## [1660,] 15.856797 100.712306 3.739922 0
## [1661,] 18.698730 82.904657 3.933826 0
## [1662,] 12.327335 57.303577 3.084040 0
## [1663,] 9.650786 52.640025 4.034755 0
## [1664,] 4.473092 71.190496 4.905230 0
## [1665,] 12.219411 83.668879 3.788803 0
## [1666,] 13.556911 89.453575 3.877714 0
## [1667,] 15.706894 73.170198 4.246388 0
## [1668,] 13.254475 92.864557 5.030452 0
## [1669,] 17.658794 NA 3.776789 0
## [1670,] 12.092167 39.448593 2.585849 0
## [1671,] 17.201608 73.646996 2.643212 0
## [1672,] 16.621959 69.167847 4.211968 0
## [1673,] 19.249550 50.029933 3.302419 0
## [1674,] 16.543869 59.246086 3.913905 0
## [1675,] 12.841828 60.870151 4.661058 0
## [1676,] 16.787145 38.107005 3.818404 0
## [1677,] 13.839297 77.550327 3.434799 0
## [1678,] 23.234326 72.799917 4.275640 0
## [1679,] 14.019149 64.407498 4.582592 0
## [1680,] 19.640923 73.201544 4.360851 0
## [1681,] 17.408922 77.382841 3.555738 0
## [1682,] 13.089086 58.083993 2.413629 0
## [1683,] 18.330856 40.495596 1.687625 0
## [1684,] 17.778015 56.352953 3.524380 0
## [1685,] 12.465043 27.095703 3.180798 0
## [1686,] 17.120803 43.667082 3.277601 0
## [1687,] 14.393046 56.290252 2.927051 0
## [1688,] 13.757564 75.535369 3.195944 0
## [1689,] 12.065963 78.549712 3.338880 0
## [1690,] 5.051695 70.833219 3.437946 0
## [1691,] 8.863614 63.646921 3.762163 0
## [1692,] 16.071120 74.909705 5.164284 0
## [1693,] 13.881357 65.891392 3.389705 0
## [1694,] 18.148562 63.698617 3.821721 0
## [1695,] 14.531155 33.918351 4.142386 0
## [1696,] 14.793960 46.043065 2.728617 0
## [1697,] 7.960478 63.698514 4.700618 0
## [1698,] 15.329438 47.021382 3.415526 0
## [1699,] 18.693915 54.280624 4.069087 0
## [1700,] 15.252794 22.749735 5.070842 0
## [1701,] 13.027439 77.829802 3.786487 0
## [1702,] 17.229149 65.340213 4.889163 0
## [1703,] 14.395839 64.601468 4.278712 0
## [1704,] 13.782989 34.448293 5.036883 0
## [1705,] 15.231129 92.255062 4.725507 0
## [1706,] 6.478626 80.637806 3.165618 0
## [1707,] 15.280653 83.783477 3.081681 0
## [1708,] 19.873604 46.913342 4.448171 0
## [1709,] 15.373780 68.969793 4.769768 0
## [1710,] 7.168607 90.761776 3.221139 0
## [1711,] 13.501271 76.443961 3.923590 0
## [1712,] 8.027568 78.237180 3.165632 0
## [1713,] 19.670703 65.040007 3.756874 0
## [1714,] 7.733109 91.443356 3.864098 0
## [1715,] 20.212088 97.418886 2.812504 0
## [1716,] 18.511586 77.710307 3.481517 0
## [1717,] 16.217680 77.603021 3.478194 0
## [1718,] 16.214966 77.582051 4.042497 0
## [1719,] 10.682921 37.363371 3.817215 0
## [1720,] 8.597973 92.828321 5.474355 0
## [1721,] 19.312536 84.377323 3.440753 0
## [1722,] 14.642709 NA 5.241539 0
## [1723,] 12.095251 63.767702 3.275142 0
## [1724,] 21.305048 63.071597 3.723625 0
## [1725,] 13.883329 73.438220 3.497604 0
## [1726,] 10.880028 68.975176 3.256275 0
## [1727,] 16.427739 47.137000 4.713193 0
## [1728,] 14.979000 73.008496 3.795124 0
## [1729,] 9.812921 56.921862 3.352436 0
## [1730,] 12.624613 87.342833 2.362886 0
## [1731,] 13.744284 51.497112 5.205724 0
## [1732,] 18.780520 81.946106 4.699457 0
## [1733,] 16.062739 31.555010 4.861276 0
## [1734,] 14.545465 60.140117 3.092817 0
## [1735,] 9.578602 45.480738 5.060836 0
## [1736,] 12.520126 59.046994 4.155495 0
## [1737,] 16.381195 46.303523 5.046973 0
## [1738,] 14.398740 48.299497 3.928614 0
## [1739,] 14.247682 77.094234 5.127395 0
## [1740,] 8.280181 63.944178 4.264944 0
## [1741,] 11.895700 55.921827 2.380088 0
## [1742,] 10.327476 77.261468 3.497481 0
## [1743,] 16.073449 73.710218 4.583110 0
## [1744,] 13.995136 78.348415 4.754235 0
## [1745,] 15.178368 68.981966 3.668880 0
## [1746,] 15.163179 58.945605 4.377502 0
## [1747,] 14.407555 64.644993 3.287617 0
## [1748,] 11.783383 92.227733 5.051494 0
## [1749,] 21.469491 78.227748 5.092365 0
## [1750,] 18.928979 80.202845 3.825770 0
## [1751,] 15.469980 52.812932 4.775202 0
## [1752,] 11.665329 59.775642 3.943291 0
## [1753,] 10.678255 68.852196 3.703001 0
## [1754,] 17.703104 70.291214 4.817668 0
## [1755,] 13.771680 36.183536 3.689145 0
## [1756,] 12.679501 69.074438 4.018447 0
## [1757,] 16.942566 NA 3.089597 0
## [1758,] 9.631650 71.703227 4.546070 0
## [1759,] 10.262778 64.529185 3.866875 0
## [1760,] 18.638603 61.462807 2.860224 0
## [1761,] 17.638039 NA 4.188250 0
## [1762,] 9.980418 84.570083 3.594444 0
## [1763,] 12.606204 65.511361 3.130609 0
## [1764,] 17.003495 53.799720 2.028875 0
## [1765,] 21.085550 70.266355 4.875383 0
## [1766,] 19.970318 49.809841 5.242105 0
## [1767,] 12.818816 59.269193 4.567880 0
## [1768,] 12.926435 22.219327 4.753019 0
## [1769,] 17.427145 56.435646 4.587745 0
## [1770,] 18.143474 65.360465 5.270218 0
## [1771,] 19.340499 85.371961 3.885405 0
## [1772,] 17.301536 79.597988 3.079373 0
## [1773,] 11.047844 NA 4.961972 0
## [1774,] 15.976196 87.471821 4.147169 0
## [1775,] 19.683493 49.236809 3.997975 0
## [1776,] 12.244622 62.967793 3.668089 0
## [1777,] 16.574190 50.526551 4.270801 0
## [1778,] 11.796235 70.019666 3.038483 0
## [1779,] 15.240349 NA 4.140424 0
## [1780,] 7.996295 101.158675 4.010037 0
## [1781,] 9.416902 57.363647 5.177964 0
## [1782,] 11.483524 85.300717 4.136950 0
## [1783,] 10.542342 91.118698 4.732125 0
## [1784,] 15.736642 62.757307 3.771305 0
## [1785,] 11.949854 62.256881 3.300586 0
## [1786,] 15.514930 30.556310 2.589868 0
## [1787,] 10.881215 65.714718 4.403083 0
## [1788,] 6.658139 NA 3.840479 0
## [1789,] 14.824433 69.252783 4.497629 0
## [1790,] 11.752421 73.997046 3.458352 0
## [1791,] 18.322879 94.416301 1.986192 0
## [1792,] 15.138094 96.600542 4.042638 0
## [1793,] 28.300000 79.633064 3.864931 0
## [1794,] 17.623594 76.831226 2.993301 0
## [1795,] 13.927946 71.834058 4.701538 0
## [1796,] 12.352722 72.033644 4.691018 0
## [1797,] 5.537059 81.453941 4.006425 0
## [1798,] 14.356496 68.120761 4.770154 0
## [1799,] 14.412734 54.641176 2.861064 0
## [1800,] 14.297696 84.802970 4.301273 0
## [1801,] 14.149473 48.965996 3.474035 0
## [1802,] 8.335245 90.312062 4.898421 0
## [1803,] 13.711737 97.714049 3.067034 0
## [1804,] 16.337949 NA 3.181635 0
## [1805,] 17.858242 72.236525 4.249333 0
## [1806,] 18.870939 NA 3.911817 0
## [1807,] 16.257002 NA 4.647801 0
## [1808,] 19.861382 61.836185 4.619173 0
## [1809,] 13.082872 63.035163 4.069166 0
## [1810,] 11.468432 41.252869 3.589146 0
## [1811,] 13.304852 65.318835 3.443741 0
## [1812,] 12.758114 60.319203 4.287441 0
## [1813,] 17.273966 58.411515 4.080675 0
## [1814,] 8.866967 57.877455 3.541317 0
## [1815,] 9.604155 61.835712 3.619321 0
## [1816,] 13.425165 87.381981 2.396505 0
## [1817,] 12.924653 83.652190 3.729961 0
## [1818,] 13.039764 63.163969 3.885492 0
## [1819,] 15.459752 76.987232 4.931354 0
## [1820,] 10.619831 NA 5.127778 0
## [1821,] 16.021941 52.153472 3.709989 0
## [1822,] 17.604066 58.831969 4.147029 0
## [1823,] 13.623813 95.494680 6.064559 0
## [1824,] 10.793996 75.895700 3.807997 0
## [1825,] 9.066902 48.250468 5.437619 0
## [1826,] 19.084883 53.856055 2.940848 0
## [1827,] 16.078305 54.404461 3.715429 0
## [1828,] 23.317699 81.129543 3.778458 0
## [1829,] 10.644554 49.771941 3.715951 0
## [1830,] 17.030429 48.929140 3.779648 0
## [1831,] 15.512208 65.805331 3.998176 0
## [1832,] 9.113945 88.328605 5.553174 0
## [1833,] 13.028000 55.983973 4.296189 0
## [1834,] 16.836291 74.383580 3.909974 0
## [1835,] 11.718895 75.498737 4.938999 0
## [1836,] 12.475119 60.806902 3.707414 0
## [1837,] 10.368230 75.436147 4.493613 0
## [1838,] 19.892680 50.170522 4.501025 0
## [1839,] 17.508516 74.727821 3.365174 0
## [1840,] 14.352955 57.623368 3.546183 0
## [1841,] 8.666283 88.679265 3.802427 0
## [1842,] 15.792625 52.268490 3.390982 0
## [1843,] 14.992990 95.804800 3.175521 0
## [1844,] 8.939818 45.721308 3.760298 0
## [1845,] 14.397393 50.775293 3.048566 0
## [1846,] 15.627641 61.654744 4.112322 0
## [1847,] 14.529864 41.392768 3.454197 0
## [1848,] 17.012856 64.499826 2.813527 0
## [1849,] 16.884214 77.515444 4.270646 0
## [1850,] 13.608075 NA 3.949220 0
## [1851,] 9.557031 54.235433 3.389270 0
## [1852,] 12.451912 63.163113 4.927711 0
## [1853,] 15.421144 45.979402 3.723776 0
## [1854,] 20.771485 78.273240 3.751566 0
## [1855,] 13.172989 64.719240 4.696721 0
## [1856,] 15.070248 74.780643 3.808570 0
## [1857,] 8.688715 35.833969 3.679015 0
## [1858,] 13.591858 58.822560 3.153800 0
## [1859,] 10.809632 53.617035 4.212511 0
## [1860,] 18.340212 76.344581 3.714875 0
## [1861,] 16.225706 74.035695 4.327680 0
## [1862,] 22.346415 92.327760 2.739235 0
## [1863,] 14.210091 99.118601 4.476991 0
## [1864,] 18.423226 73.101997 4.363866 0
## [1865,] 10.749107 108.589414 4.241936 0
## [1866,] 15.955491 78.828883 4.415596 0
## [1867,] 22.466128 64.395422 2.877354 0
## [1868,] 16.820308 60.376041 3.611330 0
## [1869,] 12.118720 33.499381 5.058905 0
## [1870,] 19.422535 81.368568 5.930228 0
## [1871,] 11.434239 48.551910 3.511370 0
## [1872,] 14.785983 72.607980 3.585934 0
## [1873,] 13.713703 96.582865 4.704585 0
## [1874,] 15.198191 74.007373 2.600188 0
## [1875,] 10.247863 65.308637 3.487920 0
## [1876,] 13.514887 72.771017 3.212493 0
## [1877,] 13.697087 110.431080 2.786330 0
## [1878,] 11.838313 47.653642 5.026271 0
## [1879,] 11.255357 31.966297 3.746776 0
## [1880,] 16.210713 64.409359 4.423886 0
## [1881,] 18.137691 79.349881 5.324638 0
## [1882,] 14.836637 44.367574 3.145416 0
## [1883,] 19.034877 80.317597 4.069977 0
## [1884,] 10.066076 67.304224 4.279697 0
## [1885,] 13.637783 NA 3.230645 0
## [1886,] 10.689769 75.288688 5.370004 0
## [1887,] 10.799428 53.619847 5.105121 0
## [1888,] 16.917994 91.416880 3.029700 0
## [1889,] 16.283311 89.924253 5.120103 0
## [1890,] 16.311658 74.543981 2.961602 0
## [1891,] 13.636014 62.119643 3.189026 1
## [1892,] 20.200592 79.104019 4.181264 1
## [1893,] 7.781493 39.623835 1.492207 1
## [1894,] 10.046943 107.610806 4.550501 1
## [1895,] 14.690954 58.412860 3.931917 1
## [1896,] 19.166620 73.248984 3.301575 1
## [1897,] 15.754785 36.267530 4.276699 1
## [1898,] 17.200008 71.181544 3.603040 1
## [1899,] 13.368165 68.298689 4.305549 1
## [1900,] 12.477303 79.692080 4.700470 1
## [1901,] 14.708599 43.299820 5.128390 1
## [1902,] 17.821922 70.239601 4.275193 1
## [1903,] 13.448797 69.054138 4.531921 1
## [1904,] 18.692248 50.128415 4.251876 1
## [1905,] 16.329625 66.302629 4.489870 1
## [1906,] 14.584231 66.029156 4.893215 1
## [1907,] 11.758374 52.406188 5.609291 1
## [1908,] 18.020331 58.271257 3.463852 1
## [1909,] 9.253351 100.335665 3.373937 1
## [1910,] 15.045817 61.146087 4.241135 1
## [1911,] 13.773350 60.944343 3.990243 1
## [1912,] 11.367275 79.155822 4.935557 1
## [1913,] 19.350765 80.621872 4.590528 1
## [1914,] 15.168189 84.370713 2.919796 1
## [1915,] 16.506658 74.462646 2.658843 1
## [1916,] 17.689785 77.131889 4.593787 1
## [1917,] 11.094202 93.274232 5.320015 1
## [1918,] 14.003874 51.603004 4.493747 1
## [1919,] 17.401039 69.461111 3.599933 1
## [1920,] 18.296001 84.510985 3.827431 1
## [1921,] 15.921413 73.064218 3.870293 1
## [1922,] 12.225342 31.802024 3.531385 1
## [1923,] 12.063501 91.856156 2.526016 1
## [1924,] 14.777092 56.956939 5.075844 1
## [1925,] 13.848389 74.582981 3.515803 1
## [1926,] 16.021439 62.533557 6.073006 1
## [1927,] 10.795482 75.847542 2.949939 1
## [1928,] 10.238271 42.075315 1.659799 1
## [1929,] 16.244755 94.605311 2.558773 1
## [1930,] 13.921282 70.205241 4.964673 1
## [1931,] 12.194232 77.169789 3.542731 1
## [1932,] 11.557097 73.256220 3.099746 1
## [1933,] 8.930242 75.600980 2.959154 1
## [1934,] 14.695391 80.050031 4.318305 1
## [1935,] 11.812942 77.371361 4.693949 1
## [1936,] 18.621698 63.519516 3.573741 1
## [1937,] 7.401868 66.686950 3.603090 1
## [1938,] 14.374967 41.279830 4.457730 1
## [1939,] 14.823904 69.193358 3.285372 1
## [1940,] 9.675167 69.035113 3.249440 1
## [1941,] 18.156754 31.599404 2.715187 1
## [1942,] 16.090193 57.285763 4.896626 1
## [1943,] 13.475273 83.622260 5.396623 1
## [1944,] 13.109911 56.913981 3.566945 1
## [1945,] 12.829380 64.394907 4.275615 1
## [1946,] 13.822057 85.777222 2.664946 1
## [1947,] 11.621074 77.940822 3.405279 1
## [1948,] 14.219532 34.288413 4.109925 1
## [1949,] 14.191274 48.915881 4.753608 1
## [1950,] 13.633350 72.717920 3.183804 1
## [1951,] 13.964321 44.542985 4.032267 1
## [1952,] 15.288038 35.767601 4.819637 1
## [1953,] 10.697068 65.655326 3.551905 1
## [1954,] 15.218378 82.703470 5.255012 1
## [1955,] 15.290614 75.595222 2.505464 1
## [1956,] 16.254112 83.891129 4.549419 1
## [1957,] 10.609545 36.872086 4.822967 1
## [1958,] 12.657512 NA 4.298111 1
## [1959,] 19.806287 81.926826 4.629956 1
## [1960,] 12.819270 55.536263 3.312513 1
## [1961,] 15.018085 63.340968 4.678742 1
## [1962,] 11.623605 28.400877 3.978495 1
## [1963,] 14.929150 113.048886 4.578861 1
## [1964,] 15.152004 74.354423 3.997970 1
## [1965,] 10.763691 98.368656 2.990781 1
## [1966,] 15.554506 63.684352 4.488904 1
## [1967,] 17.194992 74.557790 4.346154 1
## [1968,] 16.292718 58.962902 2.601518 1
## [1969,] 18.176483 NA 4.374564 1
## [1970,] 15.161577 64.732311 3.394450 1
## [1971,] 12.353896 85.214369 3.824428 1
## [1972,] 16.439629 76.764385 3.982002 1
## [1973,] 10.567071 89.692883 3.311813 1
## [1974,] 12.957785 71.694351 3.386110 1
## [1975,] 11.672191 57.316977 4.421059 1
## [1976,] 15.457383 60.151346 4.847313 1
## [1977,] 11.556302 62.951527 4.704273 1
## [1978,] 15.574877 49.151960 4.742967 1
## [1979,] 17.679898 55.023286 3.932839 1
## [1980,] 13.326125 63.626894 3.883250 1
## [1981,] 6.124625 65.832990 5.425946 1
## [1982,] 20.278990 72.735207 4.258489 1
## [1983,] 15.142006 58.157304 2.869226 1
## [1984,] 13.217536 54.549618 4.480574 1
## [1985,] 14.980054 71.206209 3.510728 1
## [1986,] 13.290252 59.454325 3.652845 1
## [1987,] 15.793101 53.276033 5.181202 1
## [1988,] 17.118543 56.124024 3.017544 1
## [1989,] 20.376838 69.020530 4.323785 1
## [1990,] 17.406626 64.210767 4.162496 1
## [1991,] 14.324552 67.584311 4.040974 1
## [1992,] 18.063470 73.836909 5.056104 1
## [1993,] 17.657411 32.185378 3.842114 1
## [1994,] 18.481396 72.205075 4.792527 1
## [1995,] 14.205221 73.192470 5.481691 1
## [1996,] 11.342562 51.159669 3.619546 1
## [1997,] 7.024747 55.803503 3.345910 1
## [1998,] 19.210991 67.712585 3.960282 1
## [1999,] 18.553478 60.162746 3.714096 1
## [2000,] 18.202916 41.064247 4.317186 1
## [2001,] 18.962014 79.958321 2.894651 1
## [2002,] 10.958306 83.662331 4.216315 1
## [2003,] 15.303433 67.901758 4.557029 1
## [2004,] 11.995239 55.029166 3.579984 1
## [2005,] 20.737664 68.314347 4.242242 1
## [2006,] 15.089339 63.624565 3.756100 1
## [2007,] 22.089402 24.532773 3.426266 1
## [2008,] 11.598646 NA 4.538109 1
## [2009,] 11.364751 95.898495 4.002082 1
## [2010,] 17.860101 66.737031 3.566298 1
## [2011,] 14.576057 72.872697 4.242460 1
## [2012,] 13.853116 39.532787 3.751589 1
## [2013,] 9.969136 64.070548 2.959685 1
## [2014,] 13.583036 64.436046 3.952594 1
## [2015,] 8.654765 NA 4.824826 1
## [2016,] 12.085026 52.339075 4.225608 1
## [2017,] 12.482482 56.794084 4.297881 1
## [2018,] 13.027921 78.582094 4.430750 1
## [2019,] 13.453872 33.439868 3.825937 1
## [2020,] 18.016266 99.061233 3.764100 1
## [2021,] 11.052838 64.472001 4.219226 1
## [2022,] 14.105554 52.331462 4.514175 1
## [2023,] 11.684648 61.629823 3.641490 1
## [2024,] 17.720300 90.064849 5.203461 1
## [2025,] 14.137120 32.438526 4.847262 1
## [2026,] 19.389337 79.971647 4.017061 1
## [2027,] 17.249616 59.630894 3.263465 1
## [2028,] 11.214908 47.532395 3.735173 1
## [2029,] 16.949811 48.416725 3.612260 1
## [2030,] 8.900409 62.134281 4.257805 1
## [2031,] 16.872395 55.905770 3.551568 1
## [2032,] 15.983632 69.943254 3.485536 1
## [2033,] 21.366387 54.127342 3.794055 1
## [2034,] 15.313243 80.931305 3.039019 1
## [2035,] 14.338248 NA 4.663870 1
## [2036,] 10.547398 63.299757 3.253200 1
## [2037,] 12.326184 83.399889 6.083772 1
## [2038,] 11.247507 52.951363 3.748747 1
## [2039,] 15.495284 NA 3.984309 1
## [2040,] 12.725010 79.420013 5.138056 1
## [2041,] 14.570932 40.287298 3.227941 1
## [2042,] 17.724396 57.596636 3.139940 1
## [2043,] 10.829045 83.243808 4.589513 1
## [2044,] 12.865366 78.468491 4.510595 1
## [2045,] 15.013793 86.671459 3.895572 1
## [2046,] 12.786595 78.262369 4.453443 1
## [2047,] 15.636850 63.514312 3.748443 1
## [2048,] 17.334052 38.368068 3.544752 1
## [2049,] 12.819741 51.374239 4.804829 1
## [2050,] 16.576200 78.122091 4.785637 1
## [2051,] 14.330886 70.856866 3.853048 0
## [2052,] 8.348506 51.457074 5.493181 0
## [2053,] 15.779233 93.446330 4.166105 0
## [2054,] 21.765170 35.781529 3.143431 0
## [2055,] 10.018238 53.347048 3.669057 0
## [2056,] 12.779885 56.793317 4.566254 0
## [2057,] 18.222195 73.217875 4.516933 0
## [2058,] 24.755392 70.728902 2.988621 0
## [2059,] 14.003396 55.183347 2.774961 0
## [2060,] 12.846819 89.192433 4.422183 0
## [2061,] 19.958236 81.746418 4.360950 0
## [2062,] 12.775773 44.675683 3.522454 0
## [2063,] 10.892953 61.561166 4.266923 0
## [2064,] 15.402961 44.788970 3.996339 0
## [2065,] 16.109678 76.543839 2.795840 0
## [2066,] 12.934160 NA 3.017985 0
## [2067,] 11.663073 31.778484 3.500971 0
## [2068,] 11.993516 66.257649 3.275008 0
## [2069,] 17.391282 38.732647 4.356931 0
## [2070,] 12.982491 49.051241 2.948657 0
## [2071,] 18.225492 61.274216 3.212124 0
## [2072,] 16.842334 55.019151 4.025644 0
## [2073,] 14.280607 NA 3.172091 0
## [2074,] 12.779230 NA 3.807721 0
## [2075,] 17.614799 73.001545 4.481552 0
## [2076,] 13.452538 72.859468 3.170994 0
## [2077,] 16.930868 69.736688 4.149553 0
## [2078,] 10.085050 107.585967 4.196726 0
## [2079,] 17.629541 93.070691 4.237560 0
## [2080,] 18.588534 58.313345 2.654594 0
## [2081,] 11.575215 52.424378 4.148343 0
## [2082,] 18.505372 77.157802 3.820021 0
## [2083,] 5.188466 67.622616 2.844633 0
## [2084,] 16.984961 68.906088 3.419239 0
## [2085,] 18.556177 68.648582 3.628460 0
## [2086,] 14.680844 77.322330 2.516769 0
## [2087,] 9.106873 64.228249 3.085835 0
## [2088,] 11.996365 NA 3.567181 0
## [2089,] 13.172902 52.673958 2.373438 0
## [2090,] 12.486192 73.184557 5.016321 0
## [2091,] 18.003679 72.575581 4.291001 0
## [2092,] 9.697257 77.199646 4.361486 0
## [2093,] 12.758777 70.371824 5.104188 0
## [2094,] 16.825739 74.629431 3.986882 0
## [2095,] 17.064897 86.631823 4.100697 0
## [2096,] 12.593848 55.301836 2.216730 0
## [2097,] 19.628177 81.496529 3.761288 0
## [2098,] 18.452310 63.062458 2.937686 0
## [2099,] 13.053340 94.826706 3.009289 0
## [2100,] 12.942291 112.061027 3.780259 0
## [2101,] 21.624718 91.007934 3.594991 0
## [2102,] 17.023531 100.440940 5.036334 0
## [2103,] 13.599564 62.502108 3.626136 0
## [2104,] 11.546324 46.081910 5.554667 0
## [2105,] 17.776053 46.002340 3.428096 0
## [2106,] 13.489424 65.307570 3.733140 0
## [2107,] 16.334776 68.697042 3.643687 0
## [2108,] 7.637198 75.201346 3.204796 0
## [2109,] 13.493983 58.861502 5.337987 0
## [2110,] 10.299787 87.652015 3.913602 0
## [2111,] 12.789958 69.577099 4.343060 0
## [2112,] 11.637607 79.473977 4.326394 0
## [2113,] 11.973577 NA 2.353338 0
## [2114,] 11.638475 58.661649 3.272286 0
## [2115,] 17.658652 82.417022 3.886603 0
## [2116,] 14.054691 68.976475 4.096841 0
## [2117,] 15.005737 70.050831 4.586448 0
## [2118,] 14.944675 79.463992 4.002129 0
## [2119,] 15.194724 42.289054 4.714163 0
## [2120,] 12.003832 75.641708 4.681366 0
## [2121,] 16.208928 70.852672 1.984615 0
## [2122,] 12.809956 15.684877 4.934986 0
## [2123,] 14.352031 59.860286 2.769164 0
## [2124,] 14.356101 71.444915 4.196429 0
## [2125,] 10.927590 51.220960 4.333667 0
## [2126,] 19.296765 31.007235 4.523558 0
## [2127,] 13.994461 68.020770 2.901535 0
## [2128,] 15.891079 66.087038 4.656317 0
## [2129,] 14.930982 46.780508 2.798158 0
## [2130,] 10.209153 70.495602 3.808913 0
## [2131,] 13.782579 76.273839 4.190484 0
## [2132,] 13.932293 50.748365 4.102719 0
## [2133,] 19.195322 73.657806 4.938389 0
## [2134,] 7.273399 88.790927 3.396185 0
## [2135,] 15.752252 69.195926 3.511985 0
## [2136,] 19.581926 80.084233 4.411058 0
## [2137,] 16.254483 67.680774 3.955917 0
## [2138,] 10.964183 NA 4.699483 0
## [2139,] 4.902888 72.084700 3.841163 0
## [2140,] 16.078500 89.093650 4.618165 0
## [2141,] 17.878956 67.104417 3.996581 0
## [2142,] 15.436185 65.205101 3.846607 0
## [2143,] 15.759417 35.710402 4.688955 0
## [2144,] 13.861775 77.015940 4.522432 0
## [2145,] 13.381575 80.686958 4.469431 0
## [2146,] 14.807893 61.963888 3.784121 0
## [2147,] 21.692974 NA 3.732170 0
## [2148,] 19.185921 35.786010 3.527565 0
## [2149,] 12.339004 46.259048 4.317531 0
## [2150,] 13.008180 86.185058 3.643379 0
## [2151,] 9.438369 57.851079 2.757857 0
## [2152,] 15.667044 83.691551 4.805641 0
## [2153,] 8.354867 69.001575 3.582882 0
## [2154,] 11.870382 52.247067 5.049464 0
## [2155,] 16.092975 68.799179 3.772078 0
## [2156,] 12.235175 45.950030 4.475148 0
## [2157,] 7.715740 67.333687 5.224655 0
## [2158,] 12.717352 75.398283 4.580372 0
## [2159,] 10.329558 65.180543 3.137280 0
## [2160,] 9.333898 38.542310 3.534126 0
## [2161,] 9.139903 63.765761 3.689241 0
## [2162,] 9.343334 46.638081 4.168242 0
## [2163,] 9.003647 60.725201 2.165682 0
## [2164,] 13.792034 77.872102 2.659978 0
## [2165,] 10.807557 59.912442 4.237698 0
## [2166,] 18.482185 87.697443 3.489939 0
## [2167,] 16.455404 64.688815 5.164945 0
## [2168,] 19.749408 74.295305 3.845423 0
## [2169,] 12.277989 51.628691 3.279006 0
## [2170,] 12.813028 51.095711 4.295738 0
## [2171,] 11.583353 73.946186 3.215740 0
## [2172,] 15.692771 86.378082 3.955154 0
## [2173,] 10.714241 60.255519 4.543685 0
## [2174,] 20.407809 70.340601 3.305588 0
## [2175,] 11.350768 44.574120 3.929178 0
## [2176,] 11.382543 81.235608 4.271581 0
## [2177,] 12.318942 70.203325 2.816075 0
## [2178,] 15.177534 68.003932 3.735983 0
## [2179,] 15.871770 68.911185 4.066229 0
## [2180,] 11.545477 56.715510 3.759326 0
## [2181,] 12.284334 54.473935 4.876273 0
## [2182,] 18.584959 77.730814 5.143750 0
## [2183,] 21.300647 90.394895 4.513201 0
## [2184,] 15.288782 37.787097 4.204186 0
## [2185,] 16.169212 78.925527 4.586748 0
## [2186,] 12.164736 89.477718 4.910911 0
## [2187,] 12.911509 69.526718 4.894830 0
## [2188,] 10.346574 72.573959 5.327585 0
## [2189,] 12.897635 57.780869 3.987012 0
## [2190,] 11.519669 83.277583 2.817258 0
## [2191,] 17.271656 70.135608 5.123872 0
## [2192,] 8.567580 58.062463 3.563610 0
## [2193,] 20.794371 70.346102 3.395332 0
## [2194,] 12.333237 75.114888 4.515322 0
## [2195,] 21.558863 70.547218 3.915991 0
## [2196,] 18.459890 59.700210 2.962433 0
## [2197,] 14.759257 41.275927 4.584566 0
## [2198,] 10.396796 74.326898 3.164188 0
## [2199,] 19.402149 40.290591 4.822958 0
## [2200,] 15.501543 34.246212 3.851154 0
## [2201,] 8.974388 59.708017 4.123239 0
## [2202,] 12.254262 NA 4.557707 0
## [2203,] 18.045432 91.851938 3.930291 0
## [2204,] 17.128023 84.798956 4.755158 0
## [2205,] 10.737800 59.512998 4.704866 0
## [2206,] 16.939374 62.695471 4.594761 0
## [2207,] 14.340818 42.800911 3.769832 0
## [2208,] 16.067376 77.810988 3.279888 0
## [2209,] 11.773964 62.855780 3.585737 0
## [2210,] 13.543180 46.169007 4.041580 0
## [2211,] 9.105813 65.327330 4.617533 0
## [2212,] 8.304288 73.153089 3.597760 0
## [2213,] 15.011893 65.199878 3.051608 0
## [2214,] 15.089083 52.791689 4.221306 0
## [2215,] 16.135732 60.393982 3.835332 0
## [2216,] 14.371148 77.928960 3.648744 0
## [2217,] 18.024005 76.159718 3.895104 0
## [2218,] 14.632401 75.434029 2.227371 0
## [2219,] 18.016991 66.188642 4.371806 0
## [2220,] 15.668908 35.365054 4.692218 0
## [2221,] 16.072774 45.633295 3.065508 0
## [2222,] 18.301574 49.342036 3.842625 0
## [2223,] 12.352311 41.032062 3.942709 0
## [2224,] 13.456484 60.923713 4.131933 0
## [2225,] 4.466772 65.954766 4.036720 0
## [2226,] 15.138653 48.384960 3.830884 0
## [2227,] 14.045191 97.627160 5.430350 0
## [2228,] 13.891834 85.758645 2.857687 0
## [2229,] 16.310146 78.019888 3.186823 0
## [2230,] 14.842673 69.006856 4.169924 0
## [2231,] 13.300688 65.318816 5.771715 0
## [2232,] 14.841182 NA 4.593764 0
## [2233,] 12.831113 91.092677 3.861684 0
## [2234,] 21.091602 51.939019 3.713110 0
## [2235,] 17.299740 89.077865 4.297995 0
## [2236,] 16.487323 48.589010 2.799441 0
## [2237,] 27.006707 59.937785 4.532020 0
## [2238,] 10.590137 81.957189 5.431837 0
## [2239,] 14.271722 74.644268 3.906526 0
## [2240,] 10.681349 52.415462 1.961475 0
## [2241,] 17.912652 71.151222 4.749424 0
## [2242,] 13.797578 51.415910 3.794033 0
## [2243,] 20.264678 78.900888 4.170658 0
## [2244,] 16.863668 73.017793 2.686069 0
## [2245,] 9.477756 92.892178 4.334122 0
## [2246,] 11.185554 76.067064 4.608319 0
## [2247,] 10.751904 63.758516 3.599625 0
## [2248,] 18.417954 65.448057 3.631107 0
## [2249,] 13.400389 73.058067 5.661984 0
## [2250,] 14.912109 49.356509 4.010809 0
## [2251,] 13.518052 77.979400 4.931460 0
## [2252,] 17.439493 86.856696 5.559985 0
## [2253,] 17.952822 60.068800 4.837268 0
## [2254,] 16.768604 41.995455 3.803909 0
## [2255,] 13.789985 78.620715 3.892667 0
## [2256,] 14.708603 NA 3.416625 0
## [2257,] 11.502316 112.412210 2.994259 0
## [2258,] 15.792574 55.366456 3.544537 0
## [2259,] 11.550620 NA 4.410729 0
## [2260,] 18.525207 57.238874 4.151890 0
## [2261,] 14.782837 93.440668 4.013477 0
## [2262,] 15.266331 86.680711 4.833508 0
## [2263,] 18.108365 66.133229 3.514097 0
## [2264,] 17.986255 58.986652 5.147055 0
## [2265,] 11.881668 53.659152 4.445907 0
## [2266,] 9.842433 77.241984 4.006632 0
## [2267,] 15.922648 77.315300 3.188805 0
## [2268,] 9.177842 NA 5.425795 0
## [2269,] 16.407803 60.182115 3.532936 0
## [2270,] 18.113485 40.401978 3.846830 0
## [2271,] 9.909315 59.167002 5.217131 0
## [2272,] 10.821321 55.190219 3.854772 0
## [2273,] 10.645164 64.209337 3.460998 0
## [2274,] 13.579349 68.152467 3.782728 0
## [2275,] 12.743570 66.899833 4.494460 0
## [2276,] 17.370262 37.835643 3.682780 0
## [2277,] 16.162941 46.100959 4.084660 0
## [2278,] 17.107160 86.067510 2.233894 0
## [2279,] 16.651415 68.313083 4.657695 0
## [2280,] 14.985649 83.536821 4.210678 0
## [2281,] 14.075787 66.367503 5.140449 0
## [2282,] 14.144772 86.950200 4.829754 0
## [2283,] 12.536626 75.343364 4.340987 0
## [2284,] 16.097627 54.591249 4.795407 0
## [2285,] 12.131600 74.126663 4.028042 0
## [2286,] 19.085484 87.801045 3.778302 0
## [2287,] 9.209972 48.937329 4.208923 0
## [2288,] 11.964914 81.386753 3.490002 0
## [2289,] 16.918916 NA 3.524414 0
## [2290,] 11.751718 NA 5.288487 0
## [2291,] 6.874315 54.648035 3.978747 0
## [2292,] 16.029989 72.301702 4.302016 0
## [2293,] 16.345685 79.369243 3.138971 0
## [2294,] 18.748201 82.186737 4.131912 0
## [2295,] 14.174063 76.317440 4.184874 0
## [2296,] 7.877739 93.302816 3.550311 0
## [2297,] 8.001415 36.007524 3.427066 0
## [2298,] 12.172053 57.356347 3.973576 0
## [2299,] 13.269004 66.076223 3.872027 0
## [2300,] 11.706095 94.775244 4.581477 0
## [2301,] 12.798187 76.413069 2.779902 1
## [2302,] 14.093402 56.801321 2.619421 1
## [2303,] 7.764144 55.876641 4.431829 1
## [2304,] 19.071935 72.871564 3.663775 1
## [2305,] 12.836710 55.404587 3.915382 1
## [2306,] 11.805625 35.433864 3.835306 1
## [2307,] 9.971476 94.984101 3.346057 1
## [2308,] 13.498665 62.954260 4.481261 1
## [2309,] 13.809874 85.381682 4.492387 1
## [2310,] 13.337748 68.850204 3.188477 1
## [2311,] 12.520933 68.872497 3.403798 1
## [2312,] 13.724087 52.860388 3.275581 1
## [2313,] 9.938445 50.159734 2.936611 1
## [2314,] 11.118073 72.290773 4.904367 1
## [2315,] 14.059708 75.822050 4.320101 1
## [2316,] 11.267398 68.192658 3.406210 1
## [2317,] 19.985555 61.120143 2.914057 1
## [2318,] 15.514119 64.444751 3.756397 1
## [2319,] 15.390304 43.882514 3.163936 1
## [2320,] 21.208477 71.920988 5.405567 1
## [2321,] 16.357375 71.627136 4.466936 1
## [2322,] 13.502580 53.696202 4.834023 1
## [2323,] 8.120979 48.259572 3.542528 1
## [2324,] 15.526043 63.008668 3.632607 1
## [2325,] 15.624310 68.370968 3.666824 1
## [2326,] 17.352586 67.407300 4.066157 1
## [2327,] 12.943634 76.824752 2.010729 1
## [2328,] 16.052838 28.682952 3.880576 1
## [2329,] 16.542239 64.826308 2.691610 1
## [2330,] 15.645130 73.885612 2.574192 1
## [2331,] 15.464582 60.046065 5.036017 1
## [2332,] 9.561964 57.773285 3.265854 1
## [2333,] 15.704323 48.299493 4.847520 1
## [2334,] 9.057549 48.029690 4.067414 1
## [2335,] 8.512225 54.915130 4.571406 1
## [2336,] 11.132150 69.260350 4.581395 1
## [2337,] 10.663801 87.993206 2.887023 1
## [2338,] 12.237608 46.069213 4.336648 1
## [2339,] 15.259598 53.671478 2.826112 1
## [2340,] 20.846445 69.437225 5.864498 1
## [2341,] 18.362218 NA 4.332640 1
## [2342,] 12.553094 60.627748 4.933468 1
## [2343,] 16.167186 68.082265 3.183864 1
## [2344,] 13.980891 85.943192 2.840097 1
## [2345,] 12.321633 52.631310 3.958609 1
## [2346,] 13.310224 70.048007 3.800553 1
## [2347,] 10.065225 76.513170 4.299543 1
## [2348,] 17.581557 50.266951 3.081736 1
## [2349,] 6.530429 68.100024 4.582157 1
## [2350,] 12.300193 55.706781 4.901038 1
## [2351,] 13.837352 71.512053 4.636729 1
## [2352,] 14.261369 57.952826 2.921797 1
## [2353,] 15.357290 59.990770 3.377451 1
## [2354,] 11.979157 18.015272 4.708269 1
## [2355,] 17.667366 36.058262 5.437429 1
## [2356,] 8.730149 49.895342 4.596347 1
## [2357,] 13.183432 68.904370 3.074815 1
## [2358,] 15.496329 72.545256 4.856444 1
## [2359,] 16.895725 61.725876 4.169661 1
## [2360,] 11.863370 49.598381 5.204044 1
## [2361,] 16.125741 80.058877 3.160818 1
## [2362,] 14.018056 58.841906 4.890416 1
## [2363,] 15.909471 NA 4.498069 1
## [2364,] 14.934850 48.018966 5.249070 1
## [2365,] 21.305197 76.039788 3.850135 1
## [2366,] 11.656913 70.161839 2.954093 1
## [2367,] 13.261538 66.229394 3.333243 1
## [2368,] 12.492179 41.696183 3.904063 1
## [2369,] 15.673883 53.955866 4.433286 1
## [2370,] 14.241965 31.705933 2.566049 1
## [2371,] 19.093599 81.393722 3.329504 1
## [2372,] 12.377083 75.112494 4.512332 1
## [2373,] 14.873626 56.464157 4.709403 1
## [2374,] 15.713149 67.049639 2.945672 1
## [2375,] 13.204220 77.880375 5.467936 1
## [2376,] 12.128377 59.789163 5.790838 1
## [2377,] 18.169921 124.000000 2.853767 1
## [2378,] 10.494609 83.118742 6.226580 1
## [2379,] 15.773825 35.338133 4.074408 1
## [2380,] 12.623104 85.241179 3.266029 1
## [2381,] 12.601122 80.625160 3.532438 1
## [2382,] 13.276638 84.551081 3.782517 1
## [2383,] 16.066561 82.860936 2.569468 1
## [2384,] 17.445656 77.598804 3.749921 1
## [2385,] 14.184036 54.559077 4.584319 1
## [2386,] 12.796347 81.103792 4.627464 1
## [2387,] 14.536852 76.157103 2.290411 1
## [2388,] 9.921623 82.660165 4.103534 1
## [2389,] 16.682025 70.470889 3.953335 1
## [2390,] 14.993740 82.861764 4.195539 1
## [2391,] 17.191646 42.864682 3.678957 1
## [2392,] 15.534904 61.151290 5.294159 1
## [2393,] 14.801684 62.535071 5.149542 1
## [2394,] 18.016760 72.428205 4.588758 1
## [2395,] 15.099588 62.971995 3.168031 1
## [2396,] 13.755926 35.057030 4.181254 1
## [2397,] 11.440747 85.051546 4.967976 1
## [2398,] 19.408144 79.555593 4.099169 1
## [2399,] 13.399392 75.934052 3.050198 1
## [2400,] 21.741144 80.012644 4.462046 1
## [2401,] 15.872221 NA 4.473976 1
## [2402,] 12.226676 69.289779 2.974871 1
## [2403,] 10.940975 24.914971 4.575874 1
## [2404,] 15.266615 68.926353 3.974972 1
## [2405,] 20.277571 85.840258 2.615257 1
## [2406,] 18.840383 89.914438 3.769504 1
## [2407,] 13.791245 46.662407 5.109312 1
## [2408,] 20.638076 70.795496 3.157560 1
## [2409,] 16.424227 58.157688 5.100552 1
## [2410,] 18.714478 77.447639 5.429782 1
## [2411,] 18.925674 72.649614 3.791373 1
## [2412,] 19.856184 NA 3.275725 1
## [2413,] 17.237871 62.522183 5.086699 1
## [2414,] 16.848512 47.003322 4.833027 1
## [2415,] 5.196717 55.466759 5.452362 1
## [2416,] 16.141286 79.705530 3.837926 1
## [2417,] 17.555578 53.341682 4.317554 1
## [2418,] 15.447842 51.188317 4.291669 1
## [2419,] 13.507232 63.273696 3.516238 1
## [2420,] 14.217373 91.614031 4.338056 1
## [2421,] 15.604460 45.492111 3.384649 1
## [2422,] 18.065015 36.152103 3.730793 1
## [2423,] 12.086675 44.980102 5.423767 1
## [2424,] 8.881999 78.419019 4.878944 1
## [2425,] 11.871900 79.765841 3.709509 1
## [2426,] 17.132369 59.871609 5.207683 1
## [2427,] 11.205533 57.313680 4.289237 1
## [2428,] 9.422745 55.459551 4.134943 1
## [2429,] 13.262439 47.112991 5.992325 1
## [2430,] 12.641968 55.701067 3.380360 1
## [2431,] 11.593431 46.504605 4.459394 1
## [2432,] 12.505601 83.916749 5.129528 1
## [2433,] 12.024866 63.642620 3.493054 1
## [2434,] 15.193704 88.785469 3.980920 1
## [2435,] 16.889098 96.899576 4.814917 1
## [2436,] 19.721288 53.719366 4.617093 1
## [2437,] 18.363573 80.124746 4.280793 1
## [2438,] 14.652334 80.340185 3.490173 1
## [2439,] 19.588327 48.118629 3.172375 1
## [2440,] 11.992772 79.860552 4.391731 1
## [2441,] 9.246908 34.249780 5.343285 1
## [2442,] 14.947676 43.576389 5.109935 1
## [2443,] 12.097920 71.338489 4.292042 1
## [2444,] 14.263396 64.959670 3.742256 1
## [2445,] 12.453160 59.804167 2.848371 1
## [2446,] 16.805990 41.607907 3.712682 1
## [2447,] 16.779566 51.052287 5.429266 1
## [2448,] 9.901730 70.269959 4.375599 1
## [2449,] 10.665030 63.727693 3.246794 1
## [2450,] 18.081003 63.363082 3.844231 1
## [2451,] 11.462825 80.921398 4.047381 1
## [2452,] 15.674210 69.551100 3.465331 1
## [2453,] 12.360292 65.750173 4.204699 1
## [2454,] 11.805005 61.696113 4.164773 1
## [2455,] 15.682821 91.860960 4.616089 1
## [2456,] 12.682869 83.567356 4.403877 1
## [2457,] 21.237899 65.704481 3.285187 1
## [2458,] 18.437835 69.466289 4.158249 1
## [2459,] 12.120956 42.218845 3.730185 1
## [2460,] 14.335395 62.654956 3.865296 1
## [2461,] 18.137805 68.753074 3.074799 0
## [2462,] 15.522773 84.403684 4.281313 0
## [2463,] 13.770783 59.872433 4.806017 0
## [2464,] 13.786737 97.241350 4.585322 0
## [2465,] 18.443031 42.815366 3.085179 0
## [2466,] 15.137781 68.608103 4.829323 0
## [2467,] 17.885877 75.939716 2.688643 0
## [2468,] 13.168299 40.052151 3.399945 0
## [2469,] 21.780373 80.488274 1.910117 0
## [2470,] 18.277277 78.929579 4.244173 0
## [2471,] 8.064296 70.190625 4.186726 0
## [2472,] 14.236013 74.638706 3.176433 0
## [2473,] 17.533954 55.030175 4.433257 0
## [2474,] 10.157139 79.310557 5.069983 0
## [2475,] 17.293732 67.252514 4.761701 0
## [2476,] 15.350873 62.896558 3.926599 0
## [2477,] 14.215817 82.066334 3.331787 0
## [2478,] 11.759852 62.348388 3.469561 0
## [2479,] 12.427395 55.732991 4.880512 0
## [2480,] 11.772464 67.297199 5.164260 0
## [2481,] 12.015868 63.698404 4.962329 0
## [2482,] 13.806406 85.679053 4.037939 0
## [2483,] 12.178520 34.194404 5.364172 0
## [2484,] 17.763343 79.747868 2.889578 0
## [2485,] 15.872474 67.976869 4.871406 0
## [2486,] 10.080116 69.904835 4.963535 0
## [2487,] 8.510883 100.232295 4.893657 0
## [2488,] 13.109898 58.801291 3.778023 0
## [2489,] 13.472758 89.412935 3.806093 0
## [2490,] 19.095664 50.663150 2.800428 0
## [2491,] 13.093262 25.061904 2.476674 0
## [2492,] 14.313987 NA 3.363403 0
## [2493,] 17.223237 83.871496 3.530941 0
## [2494,] 14.151538 74.831194 4.086176 0
## [2495,] 16.668446 65.542662 3.923766 0
## [2496,] 13.309723 46.853410 3.240419 0
## [2497,] 17.615229 54.217939 4.269753 0
## [2498,] 13.972014 NA 5.288777 0
## [2499,] 13.749363 43.744705 2.676594 0
## [2500,] 11.964072 63.925554 4.575578 0
## [2501,] 13.696893 64.205667 4.478070 0
## [2502,] 12.409910 48.560914 3.686074 0
## [2503,] 12.062534 72.595277 4.977324 0
## [2504,] 11.054093 47.183651 3.736380 0
## [2505,] 15.266726 56.989926 3.644107 0
## [2506,] 12.230908 68.836829 2.691485 0
## [2507,] 11.868480 51.875207 4.074387 0
## [2508,] 17.183180 40.916572 4.568843 0
## [2509,] 14.351341 84.798792 3.701895 0
## [2510,] 15.109191 NA 4.903914 0
## [2511,] 12.877960 68.750868 3.826063 0
## [2512,] 14.836624 42.168234 3.226035 0
## [2513,] 12.702489 72.102324 4.004161 0
## [2514,] 12.002323 76.021367 3.311808 0
## [2515,] 13.531264 96.944104 4.063276 0
## [2516,] 10.611556 70.069442 5.952325 0
## [2517,] 18.892393 80.346348 3.500849 0
## [2518,] 13.900089 52.892085 3.165391 0
## [2519,] 16.986365 82.440202 4.323990 0
## [2520,] 12.997823 69.867382 3.341369 0
## [2521,] 11.337489 69.425715 3.368533 0
## [2522,] 13.904710 NA 4.666295 0
## [2523,] 14.253308 40.974355 3.792777 0
## [2524,] 7.070771 76.383521 3.813436 0
## [2525,] 15.315515 48.973887 3.399048 0
## [2526,] 11.472016 NA 4.682391 0
## [2527,] 8.819491 76.373753 4.115321 0
## [2528,] 17.544485 54.798767 4.536181 0
## [2529,] 11.665995 60.281932 4.320684 0
## [2530,] 17.826838 38.337345 4.342738 0
## [2531,] 21.233978 68.163642 4.129985 0
## [2532,] 10.776321 69.114593 3.436986 0
## [2533,] 10.454029 73.779007 3.461350 0
## [2534,] 13.557381 60.571241 4.145807 0
## [2535,] 15.564637 81.421514 3.109696 0
## [2536,] 17.333153 68.183227 2.847875 0
## [2537,] 18.627126 82.955872 3.182805 0
## [2538,] 11.230408 71.821281 3.668220 0
## [2539,] 16.812767 94.356954 5.375902 0
## [2540,] 14.458591 70.000219 3.571863 0
## [2541,] 14.741240 64.183725 3.741067 0
## [2542,] 13.626624 75.952337 4.732954 0
## [2543,] 13.254689 61.057778 5.080498 0
## [2544,] 13.792535 54.463525 3.336582 0
## [2545,] 11.383954 75.219338 4.780616 0
## [2546,] 12.640414 46.854524 3.151768 0
## [2547,] 8.923594 68.316612 3.465638 0
## [2548,] 15.632268 72.457385 4.571824 0
## [2549,] 14.105872 84.740568 4.408560 0
## [2550,] 12.495189 79.295423 4.569760 0
## [2551,] 14.537850 62.246358 3.729873 0
## [2552,] 15.186342 50.837013 4.880120 0
## [2553,] 14.897001 NA 3.506503 0
## [2554,] 14.254682 68.763418 3.572519 0
## [2555,] 13.984156 60.159730 6.099632 0
## [2556,] 8.623795 102.246447 5.375157 0
## [2557,] 17.213676 64.975961 3.712473 0
## [2558,] 12.611736 80.186071 4.596924 0
## [2559,] 17.459888 46.953271 3.848307 0
## [2560,] 13.300024 52.162419 3.728785 0
## [2561,] 21.319607 60.126344 3.117918 0
## [2562,] 12.423380 73.914026 4.914809 0
## [2563,] 21.157991 40.096696 3.673136 0
## [2564,] 15.220967 43.360494 4.744007 0
## [2565,] 15.018138 44.887598 5.075214 0
## [2566,] 8.010420 79.085532 4.065148 0
## [2567,] 12.996761 42.989849 4.591997 0
## [2568,] 14.066057 77.185792 3.750447 0
## [2569,] 15.896958 57.196827 2.590635 0
## [2570,] 13.054030 66.553465 3.424250 0
## [2571,] 13.924732 63.802302 4.117288 0
## [2572,] 12.739818 85.027034 5.075520 0
## [2573,] 15.587206 55.835966 4.639387 0
## [2574,] 8.320276 53.775592 4.408812 0
## [2575,] 16.352220 NA 4.454641 0
## [2576,] 16.173730 68.246945 2.988611 0
## [2577,] 13.373369 65.909057 3.935514 0
## [2578,] 15.465256 70.105844 4.399902 0
## [2579,] 8.077156 49.270115 3.167712 0
## [2580,] 16.586205 81.712849 4.958937 0
## [2581,] 12.415430 54.095581 4.903632 0
## [2582,] 19.156261 58.265305 4.038984 0
## [2583,] 14.298579 46.113763 4.734874 0
## [2584,] 14.013542 85.215095 4.799013 0
## [2585,] 17.744096 77.817804 3.946621 0
## [2586,] 18.736380 24.734227 4.363336 0
## [2587,] 15.804451 64.486384 5.749586 0
## [2588,] 14.357648 NA 3.344285 0
## [2589,] 10.107462 55.286671 3.664463 0
## [2590,] 18.524320 67.226340 3.748741 0
## [2591,] 11.138459 71.704595 3.887362 0
## [2592,] 15.011414 69.805133 3.666870 0
## [2593,] 15.430847 64.564143 3.440300 0
## [2594,] 12.769070 82.826282 5.114129 0
## [2595,] 11.882861 45.706793 2.987672 0
## [2596,] 14.175317 69.949675 5.044306 0
## [2597,] 11.549877 56.499207 4.725347 0
## [2598,] 13.939425 73.990539 3.932210 0
## [2599,] 8.802847 NA 4.384868 0
## [2600,] 6.747761 83.186751 3.674225 0
## [2601,] 19.072827 61.560328 4.129301 0
## [2602,] 23.667667 73.233466 3.749009 0
## [2603,] 17.246698 82.197233 3.860807 0
## [2604,] 17.301617 64.070236 4.573968 0
## [2605,] 15.823074 70.758190 4.697041 0
## [2606,] 14.554220 60.612230 4.400706 0
## [2607,] 7.848313 70.977001 4.327356 0
## [2608,] 18.459408 60.993590 5.040461 0
## [2609,] 10.451629 84.178845 3.558445 0
## [2610,] 10.972150 63.293296 5.956753 0
## [2611,] 13.490788 65.366392 4.161586 0
## [2612,] 12.531684 44.887843 4.523106 0
## [2613,] 16.864722 81.526123 4.290435 0
## [2614,] 15.154628 81.746095 4.169005 0
## [2615,] 15.184509 80.231172 3.830577 0
## [2616,] 11.435980 28.993636 4.113536 0
## [2617,] 9.223072 69.703026 4.252220 0
## [2618,] 15.930051 83.262529 4.321856 0
## [2619,] 16.642815 62.647091 4.659395 0
## [2620,] 15.772438 97.199077 4.432271 0
## [2621,] 16.666613 69.580253 5.192117 0
## [2622,] 19.749079 61.790980 2.747333 0
## [2623,] 13.715504 42.078122 4.522599 0
## [2624,] 15.363599 70.823244 3.730899 0
## [2625,] 11.690091 57.049690 3.581037 0
## [2626,] 12.054439 51.892500 4.781323 0
## [2627,] 13.114965 60.162148 2.930365 0
## [2628,] 15.421034 36.446614 2.994780 0
## [2629,] 16.295837 44.288552 2.860993 0
## [2630,] 13.361778 52.952904 3.513255 0
## [2631,] 21.564489 93.740334 5.215590 0
## [2632,] 18.406139 54.852123 3.281921 0
## [2633,] 12.871599 78.732055 4.635243 0
## [2634,] 14.601443 NA 4.594919 0
## [2635,] 11.927552 78.576441 3.803724 0
## [2636,] 12.376686 89.904950 3.744204 0
## [2637,] 8.069436 63.664949 4.138994 0
## [2638,] 8.954520 72.620280 5.148138 0
## [2639,] 8.716667 56.188852 4.356279 0
## [2640,] 14.861377 103.322855 3.688298 0
## [2641,] 12.908755 91.856527 4.598787 0
## [2642,] 13.672647 54.492469 4.122850 0
## [2643,] 11.457624 61.110529 3.904270 0
## [2644,] 17.766397 53.541191 3.358061 0
## [2645,] 11.971417 62.004563 4.401152 0
## [2646,] 21.977158 33.279298 4.636739 0
## [2647,] 14.063370 64.368593 4.256415 0
## [2648,] 15.952680 67.878497 5.587396 0
## [2649,] 15.793392 68.797443 3.504751 0
## [2650,] 12.201950 65.909850 4.085055 0
## [2651,] 13.492536 82.753278 4.519210 0
## [2652,] 11.875184 56.029098 3.830699 0
## [2653,] 14.383585 70.072700 3.392657 0
## [2654,] 12.307109 88.892555 5.056379 0
## [2655,] 11.438175 77.508193 3.721426 0
## [2656,] 10.603280 94.949108 3.676246 0
## [2657,] 14.423404 56.460386 2.499832 0
## [2658,] 11.590707 91.680931 4.778808 0
## [2659,] 13.808923 70.714225 4.952508 0
## [2660,] 13.831877 73.824556 3.616701 0
## [2661,] 15.410764 NA 2.692389 0
## [2662,] 15.375616 32.681851 2.402337 0
## [2663,] 18.179149 70.312696 2.847844 0
## [2664,] 7.897724 54.913943 4.392257 0
## [2665,] 12.537466 61.581378 2.642004 0
## [2666,] 18.704279 59.730438 3.762682 0
## [2667,] 15.703707 54.013112 4.284387 0
## [2668,] 19.742815 58.658530 1.872573 0
## [2669,] 15.318048 75.376408 5.541322 0
## [2670,] 16.664900 48.357257 4.374797 0
## [2671,] 12.610799 NA 5.477700 0
## [2672,] 14.924058 41.121382 4.776536 0
## [2673,] 11.095878 66.820124 4.362034 0
## [2674,] 13.478150 60.058290 2.292574 0
## [2675,] 14.973970 47.012889 4.372333 0
## [2676,] 9.028359 78.933096 3.881794 0
## [2677,] 13.178069 80.604776 3.290106 0
## [2678,] 12.031863 69.292252 5.146443 0
## [2679,] 13.906082 95.382662 4.351335 0
## [2680,] 18.422985 68.474194 4.417194 0
## [2681,] 5.159380 55.528949 4.819970 0
## [2682,] 8.741258 76.310695 3.629218 0
## [2683,] 14.532854 66.037246 4.299732 0
## [2684,] 15.535979 87.083919 3.637895 0
## [2685,] 11.505803 60.773857 3.633761 0
## [2686,] 18.658886 53.303760 5.703963 0
## [2687,] 14.189856 82.054404 3.585431 0
## [2688,] 16.611458 104.373250 3.831540 0
## [2689,] 11.674318 48.358250 4.366861 0
## [2690,] 12.630182 108.265227 3.084216 0
## [2691,] 15.121055 55.507739 3.408300 0
## [2692,] 12.178788 66.864501 3.955091 0
## [2693,] 14.143989 69.016240 4.825179 0
## [2694,] 17.674565 NA 3.522486 0
## [2695,] 8.386407 49.658554 5.461473 0
## [2696,] 14.749090 58.356851 3.517153 0
## [2697,] 12.529680 60.435016 4.034041 0
## [2698,] 12.094513 74.718676 4.401413 0
## [2699,] 23.108016 76.094469 4.130972 0
## [2700,] 10.458874 NA 4.318516 0
## [2701,] 19.073996 75.903072 4.333402 0
## [2702,] 12.273073 75.256212 3.080866 0
## [2703,] 7.809445 77.879219 2.613532 0
## [2704,] 18.917584 51.485351 3.259749 0
## [2705,] 16.917901 60.436032 3.118039 0
## [2706,] 11.220817 67.646066 3.530574 0
## [2707,] 12.132425 65.499925 3.306393 0
## [2708,] 14.567819 57.822023 4.308570 0
## [2709,] 15.755402 NA 5.568265 0
## [2710,] 10.092087 46.629299 4.940015 1
## [2711,] 11.814852 86.308236 3.466264 1
## [2712,] 17.883592 NA 4.043711 1
## [2713,] 18.453951 46.345864 2.670977 1
## [2714,] 22.139958 51.534965 3.815228 1
## [2715,] 15.485378 69.670038 3.724824 1
## [2716,] 13.261143 74.193995 4.188928 1
## [2717,] 13.055894 58.768613 4.148223 1
## [2718,] 16.635476 61.073710 4.849755 1
## [2719,] 15.174664 60.077852 3.652003 1
## [2720,] 16.331421 92.643383 3.706266 1
## [2721,] 15.725467 57.683067 3.793329 1
## [2722,] 17.212455 85.114196 4.196558 1
## [2723,] 21.142053 44.149348 3.730370 1
## [2724,] 13.076007 64.230942 2.964181 1
## [2725,] 13.246995 33.380354 1.641515 1
## [2726,] 11.753046 51.559465 4.602027 1
## [2727,] 14.966532 53.144979 2.633891 1
## [2728,] 11.260914 69.047159 3.086500 1
## [2729,] 11.010545 99.996286 2.951961 1
## [2730,] 14.200557 75.555219 3.424761 1
## [2731,] 11.455203 57.150958 5.136780 1
## [2732,] 16.088648 75.671329 3.955847 1
## [2733,] 15.208691 75.575056 4.141552 1
## [2734,] 13.787264 87.839050 5.184442 1
## [2735,] 14.646685 77.373813 3.436967 1
## [2736,] 13.778226 49.900899 3.820866 1
## [2737,] 13.715804 55.989796 3.030108 1
## [2738,] 9.064445 68.827047 3.592496 1
## [2739,] 16.926175 62.557900 4.306581 1
## [2740,] 16.710056 33.563040 3.888177 1
## [2741,] 15.916605 47.935105 4.512068 1
## [2742,] 18.228749 57.365541 2.939213 1
## [2743,] 19.676169 23.075806 3.787476 1
## [2744,] 15.220021 61.799014 3.751324 1
## [2745,] 13.172721 60.457764 5.068470 1
## [2746,] 11.482187 59.998554 3.540384 1
## [2747,] 13.611408 36.335199 3.007138 1
## [2748,] 15.671203 61.364421 3.447111 1
## [2749,] 11.831691 68.387613 3.870681 1
## [2750,] 21.917377 58.839203 3.900211 1
## [2751,] 10.392937 59.659209 4.706775 1
## [2752,] 17.548425 74.402702 2.483643 1
## [2753,] 17.728389 69.508526 4.864866 1
## [2754,] 16.162059 84.931402 3.477245 1
## [2755,] 21.887088 91.066356 3.355765 1
## [2756,] 14.319384 39.497264 5.404818 1
## [2757,] 10.675518 54.081094 5.059362 1
## [2758,] 15.434513 74.992520 6.307678 1
## [2759,] 13.800071 58.219800 3.685593 1
## [2760,] 14.697845 41.753727 4.498818 1
## [2761,] 12.587048 49.585573 4.190311 1
## [2762,] 11.650393 47.640014 3.644388 1
## [2763,] 18.722860 64.390521 2.174898 1
## [2764,] 14.173906 NA 3.636495 1
## [2765,] 16.557177 74.435389 4.612536 1
## [2766,] 13.836280 70.206740 3.600220 1
## [2767,] 13.134917 69.590806 3.819947 1
## [2768,] 17.486815 32.920720 3.948304 1
## [2769,] 18.285882 74.512565 5.473663 1
## [2770,] 12.405913 73.217990 3.986460 1
## [2771,] 14.723055 62.634449 4.671448 1
## [2772,] 15.183646 63.416787 2.188702 1
## [2773,] 22.641598 61.578461 3.417076 1
## [2774,] 12.609077 55.617760 3.566435 1
## [2775,] 14.163607 53.313046 3.626990 1
## [2776,] 16.151600 45.647388 5.070254 1
## [2777,] 15.785509 86.128613 2.471786 1
## [2778,] 12.982476 81.159239 4.510578 1
## [2779,] 16.820615 59.183190 3.227849 1
## [2780,] 15.772334 52.033845 4.058626 1
## [2781,] 19.538635 46.861384 4.333689 1
## [2782,] 17.684655 72.343812 4.153783 1
## [2783,] 14.706810 67.844849 4.562198 1
## [2784,] 10.208344 52.248517 5.709690 1
## [2785,] 9.784777 86.695451 2.743890 1
## [2786,] 12.387633 53.150765 3.071350 1
## [2787,] 11.665297 80.698214 2.807130 1
## [2788,] 14.004449 NA 3.629250 1
## [2789,] 13.515236 85.345585 3.900421 1
## [2790,] 17.128155 NA 3.701288 1
## [2791,] 13.665328 87.131873 3.919827 1
## [2792,] 12.458830 65.399484 3.324113 1
## [2793,] 9.475981 79.852330 3.710958 1
## [2794,] 10.665799 51.552301 4.561220 1
## [2795,] 12.289238 39.978096 4.816304 1
## [2796,] 17.060491 70.293339 3.188641 1
## [2797,] 19.125825 65.639328 1.844372 1
## [2798,] 9.793010 89.919916 4.462408 1
## [2799,] 12.427378 83.762653 3.787426 1
## [2800,] 8.667720 39.804179 3.410511 1
## [2801,] 18.423634 67.009098 4.097360 1
## [2802,] 10.446590 52.289484 4.697153 1
## [2803,] 12.594197 51.625213 3.695615 1
## [2804,] 15.505992 64.624944 4.899611 1
## [2805,] 15.496887 68.608402 5.076147 1
## [2806,] 13.728883 69.268120 4.614370 1
## [2807,] 14.773005 85.680836 4.981834 1
## [2808,] 16.404805 46.139183 3.735204 1
## [2809,] 10.985422 76.126352 3.291943 1
## [2810,] 14.410778 74.984937 4.528575 1
## [2811,] 12.195094 77.523430 4.128525 1
## [2812,] 11.384858 71.153285 3.293848 1
## [2813,] 7.923398 79.697764 4.622736 1
## [2814,] 20.302337 61.520687 4.178960 1
## [2815,] 17.731523 58.354856 3.979297 1
## [2816,] 7.701010 63.293585 2.901432 1
## [2817,] 19.370328 NA 3.021574 1
## [2818,] 18.076938 70.793036 4.723231 1
## [2819,] 8.803475 NA 5.821826 1
## [2820,] 22.166321 87.399122 4.549917 1
## [2821,] 10.674582 51.876955 3.893327 1
## [2822,] 12.562615 51.353052 3.422110 1
## [2823,] 13.166416 68.890620 3.412853 1
## [2824,] 18.376802 45.306539 4.340149 1
## [2825,] 18.909035 67.963342 4.031496 1
## [2826,] 16.351912 68.910337 2.663921 1
## [2827,] 9.969701 82.492595 4.935240 1
## [2828,] 9.893655 52.157787 3.592912 1
## [2829,] 13.542213 77.227003 3.386363 1
## [2830,] 12.388549 62.743383 4.261504 1
## [2831,] 12.367109 57.530659 5.393476 1
## [2832,] 14.943585 84.254264 3.054045 1
## [2833,] 15.963752 52.950023 4.489545 1
## [2834,] 13.364677 103.380210 4.949257 1
## [2835,] 15.981068 62.320048 3.549608 1
## [2836,] 14.507013 68.233386 3.855636 1
## [2837,] 10.983344 76.645734 4.270973 1
## [2838,] 15.954655 64.363793 3.920607 1
## [2839,] 20.314691 60.521593 4.350207 1
## [2840,] 14.154955 50.655001 4.763579 1
## [2841,] 13.942812 69.394418 3.160917 1
## [2842,] 14.994662 55.893916 2.939593 1
## [2843,] 11.398007 81.288382 2.091787 1
## [2844,] 7.025536 78.502271 2.998066 1
## [2845,] 16.618053 69.412284 3.969740 1
## [2846,] 5.980339 57.203089 3.210753 1
## [2847,] 11.878370 79.394008 3.966259 1
## [2848,] 16.340159 72.093610 3.125609 1
## [2849,] 20.130483 66.735044 2.904453 1
## [2850,] 14.245091 71.983851 4.477351 1
## [2851,] 13.939193 84.315400 3.789196 1
## [2852,] 12.425426 69.990128 3.673088 1
## [2853,] 17.958968 78.587538 3.537041 1
## [2854,] 11.103467 63.826010 4.063826 1
## [2855,] 11.775110 58.176255 4.473887 1
## [2856,] 6.134210 46.655429 4.991675 1
## [2857,] 17.847827 101.466825 3.078479 1
## [2858,] 13.904652 77.532042 4.113585 1
## [2859,] 10.269402 61.159327 3.406563 1
## [2860,] 14.955890 67.169816 3.755660 1
## [2861,] 16.948292 75.886160 4.010235 1
## [2862,] 12.032377 68.599830 4.642719 1
## [2863,] 10.827840 52.112707 4.179450 1
## [2864,] 11.565242 78.878604 4.448671 1
## [2865,] 22.045457 61.514342 3.976873 1
## [2866,] 10.974207 65.782453 4.771444 1
## [2867,] 9.702581 64.361116 4.789052 1
## [2868,] 18.952797 92.347375 3.908075 1
## [2869,] 15.142667 74.448559 3.529191 0
## [2870,] 19.103152 52.577451 2.209092 0
## [2871,] 14.447961 90.224844 4.410674 0
## [2872,] 12.534560 48.463588 3.530623 0
## [2873,] 18.863094 69.626325 5.222077 0
## [2874,] 11.835535 49.679696 4.464244 0
## [2875,] 17.528839 101.851393 4.133696 0
## [2876,] 8.567973 70.765532 3.214286 0
## [2877,] 17.346504 85.292925 3.112317 0
## [2878,] 8.517762 64.831248 3.652264 0
## [2879,] 17.152945 43.385914 4.078277 0
## [2880,] 22.823293 76.469426 4.479628 0
## [2881,] 19.126695 61.520018 3.167583 0
## [2882,] 11.776193 55.816510 3.838721 0
## [2883,] 13.975826 54.637705 3.503819 0
## [2884,] 9.320040 51.545335 3.898671 0
## [2885,] 14.713229 83.627824 2.408049 0
## [2886,] 14.807579 101.248253 3.962525 0
## [2887,] 21.118938 55.932324 4.128746 0
## [2888,] 17.811900 66.779338 4.210975 0
## [2889,] 15.331166 75.687401 4.141342 0
## [2890,] 16.741463 74.251544 4.728494 0
## [2891,] 14.504058 58.514082 4.445946 0
## [2892,] 8.662215 85.157127 4.986069 0
## [2893,] 12.350038 73.809577 3.185083 0
## [2894,] 18.875941 76.982658 5.016188 0
## [2895,] 16.876927 58.974053 4.606058 0
## [2896,] 17.192564 85.883523 2.531075 0
## [2897,] 18.443786 66.242699 3.776100 0
## [2898,] 12.704827 66.777600 4.622668 0
## [2899,] 13.114365 40.612909 4.266869 0
## [2900,] 12.033344 61.141119 4.948443 0
## [2901,] 14.351241 70.052720 4.275288 0
## [2902,] 15.786497 NA 4.345013 0
## [2903,] 9.250628 47.388740 4.216454 0
## [2904,] 16.036914 67.264669 3.527893 0
## [2905,] 11.319488 78.898515 4.374333 0
## [2906,] 11.186939 72.566400 3.708526 0
## [2907,] 20.421472 87.052576 3.470812 0
## [2908,] 13.372625 58.095555 4.280669 0
## [2909,] 14.669448 78.801371 4.742163 0
## [2910,] 13.879724 95.553055 3.413573 0
## [2911,] 18.659304 76.032739 3.306129 0
## [2912,] 14.359365 78.306886 4.343041 0
## [2913,] 16.963982 73.224833 4.094605 0
## [2914,] 19.394335 61.785679 4.582982 0
## [2915,] 10.256036 NA 3.673240 0
## [2916,] 14.908558 67.644484 3.643816 0
## [2917,] 14.728773 62.601685 4.370777 0
## [2918,] 15.188557 40.142705 3.727813 0
## [2919,] 12.896953 85.358049 3.924967 0
## [2920,] 15.671717 66.597336 3.688456 0
## [2921,] 13.798655 32.667078 4.370031 0
## [2922,] 17.209367 65.333241 6.494749 0
## [2923,] 17.618658 48.475982 4.731195 0
## [2924,] 17.896128 55.022407 4.599324 0
## [2925,] 16.276592 47.931639 4.254477 0
## [2926,] 17.529526 38.431200 5.107236 0
## [2927,] 12.118475 76.347994 5.468591 0
## [2928,] 15.098571 62.999999 3.580523 0
## [2929,] 21.145954 NA 2.533996 0
## [2930,] 16.961944 64.265787 3.644410 0
## [2931,] 14.967733 59.193176 3.024571 0
## [2932,] 17.411747 72.720573 3.403423 0
## [2933,] 11.309210 69.238445 3.678588 0
## [2934,] 19.950054 NA 3.027946 0
## [2935,] 8.006966 66.934782 3.868926 0
## [2936,] 13.284691 98.965389 3.589866 0
## [2937,] 17.551382 71.111182 3.761633 0
## [2938,] 15.847849 46.643589 4.599573 0
## [2939,] 14.982646 41.586606 4.421528 0
## [2940,] 13.663607 75.266064 4.173083 0
## [2941,] 19.945280 59.834541 4.092966 0
## [2942,] 16.133203 66.654193 3.732856 0
## [2943,] 8.524864 68.940193 3.430699 0
## [2944,] 17.472109 42.814570 3.634970 0
## [2945,] 10.888639 58.473804 3.571623 0
## [2946,] 19.321722 82.350013 3.132253 0
## [2947,] 15.047019 51.294792 4.819064 0
## [2948,] 20.179029 67.019903 4.886634 0
## [2949,] 15.219355 81.555597 3.292071 0
## [2950,] 12.066182 14.343161 5.045620 0
## [2951,] 14.243421 60.269180 4.902735 0
## [2952,] 16.692946 46.501658 3.665323 0
## [2953,] 12.388244 NA 5.185642 0
## [2954,] 16.356320 53.841797 4.486403 0
## [2955,] 10.630769 85.157983 3.885386 0
## [2956,] 13.460449 67.059118 4.775121 0
## [2957,] 13.564150 79.316585 4.123622 0
## [2958,] 11.274065 67.528288 3.074134 0
## [2959,] 11.215654 38.041516 2.840893 0
## [2960,] 14.859198 62.016383 3.515672 0
## [2961,] 16.166931 88.727373 3.931307 0
## [2962,] 16.293229 84.892418 4.825702 0
## [2963,] 14.926751 82.590152 2.649424 0
## [2964,] 17.942185 79.008272 4.484186 0
## [2965,] 17.130158 61.428791 4.365170 0
## [2966,] 9.069161 67.906813 3.322890 0
## [2967,] 15.882252 53.279042 5.761580 0
## [2968,] 16.403175 63.257907 3.978933 0
## [2969,] 16.274051 60.618754 3.742293 0
## [2970,] 12.568721 60.192351 3.912289 0
## [2971,] 14.977233 60.690580 3.894989 0
## [2972,] 16.274857 82.595223 4.371167 0
## [2973,] 14.876694 78.974227 3.891124 0
## [2974,] 15.821346 104.230949 2.804480 0
## [2975,] 15.260510 80.795985 3.694482 0
## [2976,] 20.471817 50.141602 3.488675 0
## [2977,] 15.684362 44.040382 3.737883 0
## [2978,] 9.305733 71.342132 4.417134 0
## [2979,] 11.316645 59.353221 3.170543 0
## [2980,] 16.836786 89.338649 2.884819 0
## [2981,] 19.136379 53.661823 3.849383 0
## [2982,] 13.111402 77.232127 3.854994 0
## [2983,] 16.319105 85.693649 4.143451 0
## [2984,] 16.140317 66.746781 4.032150 0
## [2985,] 14.943699 47.185566 4.444376 0
## [2986,] 10.575690 63.235365 3.228379 0
## [2987,] 19.273561 58.903698 4.768660 0
## [2988,] 10.342146 47.095506 4.943032 0
## [2989,] 19.812484 55.397564 4.425378 0
## [2990,] 10.140068 67.456180 4.480109 0
## [2991,] 13.943183 NA 3.096164 0
## [2992,] 15.005742 38.845958 4.464457 0
## [2993,] 15.664786 81.080826 4.762872 0
## [2994,] 15.530123 54.574254 4.248075 0
## [2995,] 22.618411 81.265816 4.965739 0
## [2996,] 14.183025 65.881271 3.852732 0
## [2997,] 19.637893 70.059835 4.858165 0
## [2998,] 13.844331 52.057381 2.673441 0
## [2999,] 12.860514 64.178494 3.025707 0
## [3000,] 14.040787 NA 4.322116 0
## [3001,] 16.495092 75.041914 4.897957 0
## [3002,] 16.030180 29.850948 4.067049 0
## [3003,] 16.460634 90.944944 4.227766 0
## [3004,] 16.472045 95.045658 4.048113 0
## [3005,] 10.877062 67.181341 4.062907 0
## [3006,] 14.650190 70.368049 3.716664 0
## [3007,] 14.321874 75.408754 4.226950 0
## [3008,] 10.845264 35.582992 3.732339 0
## [3009,] 17.364706 57.962637 4.033733 0
## [3010,] 13.068242 37.353080 4.666917 0
## [3011,] 10.817158 111.115310 4.751859 0
## [3012,] 14.643306 71.321372 3.616498 0
## [3013,] 14.544948 51.491197 3.629252 0
## [3014,] 10.766349 85.267182 4.592538 0
## [3015,] 7.702328 77.712891 4.928840 0
## [3016,] 10.351298 55.715660 2.627862 0
## [3017,] 12.503661 91.270792 3.146483 0
## [3018,] 9.674083 68.073928 5.005193 0
## [3019,] 14.915325 58.879467 4.008443 0
## [3020,] 12.434716 43.827119 3.615151 0
## [3021,] 21.632385 61.801804 3.472067 0
## [3022,] 14.116324 56.193061 5.063109 0
## [3023,] 14.219303 77.605726 3.954964 0
## [3024,] 13.452179 55.642363 3.311034 0
## [3025,] 13.400760 66.223591 3.698317 0
## [3026,] 17.622595 42.292766 3.787033 0
## [3027,] 14.656725 49.515175 3.266410 0
## [3028,] 13.748302 52.475868 3.532322 0
## [3029,] 14.081981 81.740225 3.357484 0
## [3030,] 13.866073 94.728129 4.764708 0
## [3031,] 11.100407 43.625910 3.017796 0
## [3032,] 13.997466 42.290535 4.903870 0
## [3033,] 19.113382 52.281104 3.645785 0
## [3034,] 8.582461 49.382684 4.763058 0
## [3035,] 17.880332 54.111785 1.899683 0
## [3036,] 17.580726 0.738000 4.219576 0
## [3037,] 17.889569 52.909071 4.575331 0
## [3038,] 13.143444 62.337976 3.947138 0
## [3039,] 20.558672 77.123457 3.445028 0
## [3040,] 12.167905 79.937846 5.037492 0
## [3041,] 15.881382 52.765049 3.844020 0
## [3042,] 13.911879 78.190897 3.413647 0
## [3043,] 14.261743 77.142104 1.450000 0
## [3044,] 14.467501 47.050155 4.397386 0
## [3045,] 12.848965 63.154905 2.750696 0
## [3046,] 16.364724 76.631186 3.992957 0
## [3047,] 13.475158 78.325227 3.623298 0
## [3048,] 10.728669 61.129517 3.126956 0
## [3049,] 13.054672 82.101000 3.870339 0
## [3050,] 10.951138 34.537409 5.538201 0
## [3051,] 16.806347 53.134170 4.221266 0
## [3052,] 15.430418 60.606603 5.758676 0
## [3053,] 17.404754 75.336207 3.685976 0
## [3054,] 16.136766 53.677449 3.504265 0
## [3055,] 10.178500 84.723107 4.299503 0
## [3056,] 16.402773 79.163456 3.092940 0
## [3057,] 19.863354 85.702564 5.381746 0
## [3058,] 10.289288 66.890747 4.752452 0
## [3059,] 17.337091 NA 4.753358 0
## [3060,] 16.301765 90.075909 3.550717 0
## [3061,] 18.857141 74.293779 3.500167 0
## [3062,] 11.186739 86.957464 4.409414 0
## [3063,] 15.653299 NA 3.832479 0
## [3064,] 11.316601 57.181588 3.427251 0
## [3065,] 11.332518 41.703766 3.882004 0
## [3066,] 18.085385 61.016455 4.647782 0
## [3067,] 17.353545 59.004349 4.962900 0
## [3068,] 10.717588 NA 3.878664 0
## [3069,] 16.932911 78.439251 3.439476 0
## [3070,] 23.042376 45.253715 3.108674 0
## [3071,] 15.252780 104.682553 3.860348 0
## [3072,] 15.103624 89.178485 4.112598 0
## [3073,] 15.566655 56.608679 2.545631 0
## [3074,] 16.149315 81.503470 3.972256 0
## [3075,] 14.351624 74.326204 3.946228 0
## [3076,] 17.747037 53.631504 4.244514 0
## [3077,] 14.171164 60.531270 4.295189 0
## [3078,] 15.284291 61.258046 4.786330 0
## [3079,] 12.091189 69.736231 2.277359 0
## [3080,] 10.745154 50.747474 3.216414 0
## [3081,] 11.470226 53.508043 4.756446 0
## [3082,] 14.908725 57.164556 3.590841 0
## [3083,] 14.882428 70.778408 4.552571 0
## [3084,] 7.491362 72.879848 5.100240 0
## [3085,] 19.382739 78.160133 2.439140 0
## [3086,] 10.603467 62.852749 3.507228 0
## [3087,] 12.215588 63.904256 3.351767 0
## [3088,] 16.600777 77.293940 4.814235 0
## [3089,] 14.286493 56.347830 3.842109 0
## [3090,] 12.365538 45.822004 4.179198 0
## [3091,] 15.216930 NA 3.487407 0
## [3092,] 16.022780 58.524667 3.198344 0
## [3093,] 16.005022 65.023960 4.282315 0
## [3094,] 16.636174 71.309022 3.024557 0
## [3095,] 11.498237 78.733441 3.923093 0
## [3096,] 15.164134 68.847544 4.255980 0
## [3097,] 14.243374 75.375743 3.632644 0
## [3098,] 12.850506 75.028793 4.810537 0
## [3099,] 14.062956 NA 5.708112 0
## [3100,] 11.054578 61.933779 4.915733 0
## [3101,] 16.409364 59.954815 5.002361 0
## [3102,] 17.801565 107.306343 4.454964 0
## [3103,] 12.844366 111.595448 4.048202 0
## [3104,] 12.651854 72.273590 3.914544 0
## [3105,] 16.857459 58.177867 3.640944 0
## [3106,] 13.353259 72.974051 3.686395 0
## [3107,] 19.247141 81.571554 5.564902 0
## [3108,] 14.029673 52.760961 3.300192 0
## [3109,] 16.282371 77.152173 5.166903 0
## [3110,] 18.027160 64.362608 4.480771 0
## [3111,] 16.657294 58.360125 3.543696 0
## [3112,] 12.601801 60.237073 4.673548 0
## [3113,] 13.432557 47.945936 3.622379 0
## [3114,] 15.033557 92.697369 3.821456 0
## [3115,] 19.882917 36.179003 3.226349 0
## [3116,] 18.186801 86.528627 3.860084 0
## [3117,] 14.423614 72.837370 3.045612 0
## [3118,] 11.199191 NA 4.364426 1
## [3119,] 17.400426 72.917305 3.824734 1
## [3120,] 9.515292 77.297300 4.921196 1
## [3121,] 12.814836 43.592301 3.950530 1
## [3122,] 20.811342 98.367825 3.765694 1
## [3123,] 18.993663 67.400673 3.691947 1
## [3124,] 8.772738 69.723912 3.399726 1
## [3125,] 17.794741 60.343891 4.683335 1
## [3126,] 7.655381 59.000666 3.383049 1
## [3127,] 15.101533 79.780467 4.903553 1
## [3128,] 13.190818 82.785352 3.757799 1
## [3129,] 14.326638 52.388849 3.455045 1
## [3130,] 14.150363 97.030457 3.958543 1
## [3131,] 14.322019 65.076610 4.362792 1
## [3132,] 18.148595 81.551610 2.593834 1
## [3133,] 10.226470 50.214011 4.684853 1
## [3134,] 12.622032 44.750359 4.401635 1
## [3135,] 15.303755 71.478501 3.631543 1
## [3136,] 14.611600 66.608891 4.710256 1
## [3137,] 14.996029 62.152315 3.813556 1
## [3138,] 13.285838 83.184414 3.453126 1
## [3139,] 10.689365 43.953313 3.644279 1
## [3140,] 8.271882 67.598158 4.366242 1
## [3141,] 5.426650 NA 3.522586 1
## [3142,] 19.095091 82.244095 3.400988 1
## [3143,] 9.714220 51.697894 5.370458 1
## [3144,] 9.641442 60.940028 5.159002 1
## [3145,] 18.469528 46.046287 4.238535 1
## [3146,] 12.066808 56.437485 3.961942 1
## [3147,] 13.503197 62.230134 4.239221 1
## [3148,] 10.846787 43.420195 3.932142 1
## [3149,] 14.685851 72.638303 4.291355 1
## [3150,] 14.672927 62.023630 3.675807 1
## [3151,] 11.651929 70.637648 5.292950 1
## [3152,] 14.531245 77.668020 4.024521 1
## [3153,] 13.182501 67.099969 3.078673 1
## [3154,] 13.664485 70.368364 4.678745 1
## [3155,] 18.904399 85.799759 3.886882 1
## [3156,] 12.481552 65.867189 3.914512 1
## [3157,] 13.791337 71.799129 2.604708 1
## [3158,] 8.997226 44.615660 4.277241 1
## [3159,] 11.521597 55.493882 4.605238 1
## [3160,] 11.292575 67.354769 3.227360 1
## [3161,] 14.520904 63.945270 2.922195 1
## [3162,] 11.093811 99.775078 4.090264 1
## [3163,] 12.704887 101.615346 4.551724 1
## [3164,] 19.349982 63.105234 3.749818 1
## [3165,] 13.951753 39.572407 4.294252 1
## [3166,] 15.645998 108.213981 4.380797 1
## [3167,] 9.536537 57.949476 1.801327 1
## [3168,] 15.651888 73.400578 3.142084 1
## [3169,] 11.679676 88.345940 4.153990 1
## [3170,] 23.604298 77.030487 3.836823 1
## [3171,] 15.804449 70.600683 3.081799 1
## [3172,] 18.107842 58.181707 4.196421 1
## [3173,] 18.060298 57.401337 4.370404 1
## [3174,] 13.351652 73.601918 3.769700 1
## [3175,] 12.176678 NA 3.758180 1
## [3176,] 19.461464 80.693568 3.392666 1
## [3177,] 12.947376 53.950269 4.614400 1
## [3178,] 7.665923 66.700476 3.365397 1
## [3179,] 14.029285 57.852507 3.799473 1
## [3180,] 12.312032 67.426955 4.016410 1
## [3181,] 13.001229 72.803734 4.096620 1
## [3182,] 12.243252 65.179927 3.154701 1
## [3183,] 16.712367 45.660418 3.053983 1
## [3184,] 12.683767 58.252613 4.998203 1
## [3185,] 13.652653 114.034946 4.274661 1
## [3186,] 10.059523 NA 2.817780 1
## [3187,] 14.271247 77.854499 2.695800 1
## [3188,] 19.839907 75.199482 1.922377 1
## [3189,] 12.838813 37.764798 3.775015 1
## [3190,] 8.445127 27.663174 3.599756 1
## [3191,] 14.225917 98.625457 3.661882 1
## [3192,] 16.176686 91.708813 4.246202 1
## [3193,] 13.034638 78.075923 4.710936 1
## [3194,] 13.220295 52.956632 3.444442 1
## [3195,] 10.257515 71.780949 3.027371 1
## [3196,] 15.124286 72.928421 5.738991 1
## [3197,] 15.512059 102.695868 3.969318 1
## [3198,] 15.307746 66.661479 5.680347 1
## [3199,] 12.049131 43.280476 4.305514 1
## [3200,] 11.046946 81.757851 3.993126 1
## [3201,] 14.781584 74.127793 2.883145 1
## [3202,] 18.813080 61.214979 3.327472 1
## [3203,] 12.503203 66.421884 4.118973 1
## [3204,] 14.538446 64.132426 4.259719 1
## [3205,] 15.279583 62.668356 4.279871 1
## [3206,] 13.140440 64.783954 3.449829 1
## [3207,] 16.620933 64.038260 5.457892 1
## [3208,] 9.534499 65.516668 4.718851 1
## [3209,] 15.199906 50.229944 4.061645 1
## [3210,] 15.530563 84.228774 3.966571 1
## [3211,] 12.269178 46.487950 3.253920 1
## [3212,] 19.486791 68.568791 3.048292 1
## [3213,] 12.530827 65.194053 4.023776 1
## [3214,] 14.252898 68.403833 2.674040 1
## [3215,] 12.761184 51.439894 5.147536 1
## [3216,] 16.442753 61.249762 3.777508 1
## [3217,] 9.779518 41.249977 3.224676 1
## [3218,] 12.882614 85.329955 4.119087 1
## [3219,] 6.363175 49.155291 3.426634 1
## [3220,] 11.369071 NA 4.210327 1
## [3221,] 20.532277 75.067706 3.652207 1
## [3222,] 13.415230 72.012642 5.024742 1
## [3223,] 6.091227 62.419529 3.439022 1
## [3224,] 17.746264 59.909941 4.279082 1
## [3225,] 11.711419 85.428785 3.345543 1
## [3226,] 10.742960 64.508934 2.876996 1
## [3227,] 15.029899 84.335058 4.221614 1
## [3228,] 16.844509 39.367056 3.297525 1
## [3229,] 10.401056 66.864140 4.337117 1
## [3230,] 16.011328 72.911573 3.065910 1
## [3231,] 16.559076 52.866373 2.895774 1
## [3232,] 17.306832 103.912548 3.855895 1
## [3233,] 11.915900 57.713149 2.713248 1
## [3234,] 18.884625 60.078413 4.669240 1
## [3235,] 5.934588 83.559326 4.270817 1
## [3236,] 18.430084 44.860351 4.571128 1
## [3237,] 16.541561 44.938586 3.893378 1
## [3238,] 16.988356 75.339694 4.308358 1
## [3239,] 10.247444 50.401160 3.453861 1
## [3240,] 13.563992 71.593866 3.434538 1
## [3241,] 15.492397 69.110815 4.280766 1
## [3242,] 14.502464 45.428097 1.917754 1
## [3243,] 14.316821 60.590359 4.007508 1
## [3244,] 16.816507 47.661727 4.953058 1
## [3245,] 17.552294 72.059866 3.738991 1
## [3246,] 16.959269 56.038702 4.331691 1
## [3247,] 17.685651 55.147364 4.135569 1
## [3248,] 18.248368 62.188687 5.100858 1
## [3249,] 7.992210 82.365378 5.403615 1
## [3250,] 14.902820 47.896406 4.362542 1
## [3251,] 17.166504 62.677756 4.338957 1
## [3252,] 13.046355 46.315992 3.463097 1
## [3253,] 17.352080 55.968217 3.255600 1
## [3254,] 13.301374 63.410178 4.990236 1
## [3255,] 16.712206 53.594104 4.955082 1
## [3256,] 11.079952 36.341012 4.012340 1
## [3257,] 13.366994 62.022308 3.525027 1
## [3258,] 20.178716 75.402260 5.208061 1
## [3259,] 12.601517 61.051889 5.164057 1
## [3260,] 13.228441 NA 4.333953 1
## [3261,] 8.668672 74.773392 3.699558 1
## [3262,] 13.302880 59.489294 4.754826 1
## [3263,] 15.389083 35.221200 4.524693 1
## [3264,] 15.483027 51.535867 4.013339 1
## [3265,] 18.963707 63.846319 4.390702 1
## [3266,] 14.250875 62.906205 3.361833 1
## [3267,] 11.083027 38.435151 4.906358 1
## [3268,] 9.899115 55.069304 4.613843 1
## [3269,] 16.217303 28.878601 3.442983 1
## [3270,] 16.172755 41.558501 4.369264 1
## [3271,] 12.067620 60.419921 3.669712 1
## [3272,] 13.894419 66.687695 4.435821 1
## [3273,] 19.903225 NA 2.798243 1
## [3274,] 11.039070 69.845400 3.298875 1
## [3275,] 11.168946 77.488213 4.708658 1
## [3276,] 16.140368 78.698446 2.309149 1cbind(head(data.mat))## ph Hardness Solids Chloramines Sulfate Conductivity
## [1,] NA 204.8905 20791.32 7.300212 368.5164 564.3087
## [2,] 3.716080 129.4229 18630.06 6.635246 NA 592.8854
## [3,] 8.099124 224.2363 19909.54 9.275884 NA 418.6062
## [4,] 8.316766 214.3734 22018.42 8.059332 356.8861 363.2665
## [5,] 9.092223 181.1015 17978.99 6.546600 310.1357 398.4108
## [6,] 5.584087 188.3133 28748.69 7.544869 326.6784 280.4679
## Organic_carbon Trihalomethanes Turbidity Potability
## [1,] 10.379783 86.99097 2.963135 0
## [2,] 15.180013 56.32908 4.500656 0
## [3,] 16.868637 66.42009 3.055934 0
## [4,] 18.436524 100.34167 4.628771 0
## [5,] 11.558279 31.99799 4.075075 0
## [6,] 8.399735 54.91786 2.559708 0rbind(head(data.mat))## ph Hardness Solids Chloramines Sulfate Conductivity
## [1,] NA 204.8905 20791.32 7.300212 368.5164 564.3087
## [2,] 3.716080 129.4229 18630.06 6.635246 NA 592.8854
## [3,] 8.099124 224.2363 19909.54 9.275884 NA 418.6062
## [4,] 8.316766 214.3734 22018.42 8.059332 356.8861 363.2665
## [5,] 9.092223 181.1015 17978.99 6.546600 310.1357 398.4108
## [6,] 5.584087 188.3133 28748.69 7.544869 326.6784 280.4679
## Organic_carbon Trihalomethanes Turbidity Potability
## [1,] 10.379783 86.99097 2.963135 0
## [2,] 15.180013 56.32908 4.500656 0
## [3,] 16.868637 66.42009 3.055934 0
## [4,] 18.436524 100.34167 4.628771 0
## [5,] 11.558279 31.99799 4.075075 0
## [6,] 8.399735 54.91786 2.559708 0Summarizing samples:
mean(data$Hardness)## [1] 196.3695mean(data[,2])## [1] 196.3695mean(data[2,])## Warning in mean.default(data[2, ]): argument is not numeric or logical:
## returning NA## [1] NAmedian(data$Hardness)## [1] 196.9676mad(data$Hardness, na.rm = FALSE)## [1] 29.42218mode(data$Hardness)## [1] "numeric"var(data$Hardness)## [1] 1081.079sd(data$Hardness)## [1] 32.87976max(data$ph)## [1] NAmax(data$Hardness)## [1] 323.124min(data$Hardness)## [1] 47.432length(data)## [1] 10sum(is.na(data))## [1] 1434quantile(data$Hardness)## 0% 25% 50% 75% 100%
## 47.4320 176.8505 196.9676 216.6675 323.1240fivenum(data$Hardness)## [1] 47.4320 176.8474 196.9676 216.6696 323.1240Cumulative statistics:
cumsum(head(data$Hardness))## [1] 204.8905 334.3134 558.5496 772.9230 954.0245 1142.3379cummax(head(data$Hardness))## [1] 204.8905 204.8905 224.2363 224.2363 224.2363 224.2363cummin(head(data$Hardness))## [1] 204.8905 129.4229 129.4229 129.4229 129.4229 129.4229cumprod(head(data$Hardness))## [1] 2.048905e+02 2.651752e+04 5.946190e+06 1.274705e+09 2.308510e+11
## [6] 4.347231e+13seq_along(data)## [1] 1 2 3 4 5 6 7 8 9 10seq(from = 1, to = 4, by =1)## [1] 1 2 3 4cumsum(head(data$Hardness)) / seq_along(data)## Warning in cumsum(head(data$Hardness))/seq_along(data): longer object length is
## not a multiple of shorter object length## [1] 204.89046 167.15669 186.18321 193.23076 190.80491 190.38964 29.27007
## [8] 41.78917 62.06107 77.29230d = seq_along(data)
d## [1] 1 2 3 4 5 6 7 8 9 10Summarizing rows and columns:
rowMeans(head(data))## 1 2 3 4 5 6
## NA NA NA 2309.273 1893.190 2962.315rowSums(head(data))## 1 2 3 4 5 6
## NA NA NA 23092.73 18931.90 29623.15colMeans(data)## ph Hardness Solids Chloramines Sulfate
## NA 1.963695e+02 2.201409e+04 7.122277e+00 NA
## Conductivity Organic_carbon Trihalomethanes Turbidity Potability
## 4.262051e+02 1.428497e+01 NA 3.966786e+00 3.901099e-01colSums(data)## ph Hardness Solids Chloramines Sulfate
## NA 643306.47 72118167.12 23332.58 NA
## Conductivity Organic_carbon Trihalomethanes Turbidity Potability
## 1396247.94 46797.56 NA 12995.19 1278.00apply(head(data), 1, mean, na.rm = TRUE)## 1 2 3 4 5 6
## 2448.519 2159.859 2295.123 2309.273 1893.190 2962.315apply(head(data), 1, median, na.rm = TRUE)## 1 2 3 4 5 6
## 86.99097 15.18001 16.86864 59.38910 21.77814 31.65880apply(data, 1, median)[1:2]## [1] NA NAlapply(head(data), mean, na.rm = TRUE)## $ph
## [1] 6.961656
##
## $Hardness
## [1] 190.3896
##
## $Solids
## [1] 21346.17
##
## $Chloramines
## [1] 7.560357
##
## $Sulfate
## [1] 340.5542
##
## $Conductivity
## [1] 436.3242
##
## $Organic_carbon
## [1] 13.4705
##
## $Trihalomethanes
## [1] 66.16628
##
## $Turbidity
## [1] 3.630547
##
## $Potability
## [1] 0lapply(head(data), median, na.rm = TRUE)## $ph
## [1] 8.099124
##
## $Hardness
## [1] 196.6019
##
## $Solids
## [1] 20350.43
##
## $Chloramines
## [1] 7.42254
##
## $Sulfate
## [1] 341.7822
##
## $Conductivity
## [1] 408.5085
##
## $Organic_carbon
## [1] 13.36915
##
## $Trihalomethanes
## [1] 61.37458
##
## $Turbidity
## [1] 3.565505
##
## $Potability
## [1] 0sapply(head(data), mean, na.rm = TRUE)## ph Hardness Solids Chloramines Sulfate
## 6.961656 190.389644 21346.168348 7.560357 340.554169
## Conductivity Organic_carbon Trihalomethanes Turbidity Potability
## 436.324245 13.470495 66.166278 3.630547 0.000000Contingency tables and cross tabulation:
table(head(data$Hardness))##
## 129.422920514944 181.101509236125 188.313323769616 204.890455471336
## 1 1 1 1
## 214.373394085623 224.236259393558
## 1 1table(head(data$ph),head(data$Hardness))##
## 129.422920514944 181.101509236125 188.313323769616
## 3.71608007538699 1 0 0
## 5.58408663845609 0 0 1
## 8.0991241892984 0 0 0
## 8.31676588421468 0 0 0
## 9.09222345629096 0 1 0
##
## 204.890455471336 214.373394085623 224.236259393558
## 3.71608007538699 0 0 0
## 5.58408663845609 0 0 0
## 8.0991241892984 0 0 1
## 8.31676588421468 0 1 0
## 9.09222345629096 0 0 0d = data[which(head(data$Hardness) == 7),]
dTable summaries:
prop.table(head(data))addmargins(head(data), 1, mean)## ph Hardness Solids Chloramines Sulfate Conductivity
## 1 numeric,6 numeric,6 numeric,6 numeric,6 numeric,6 numeric,6
## 2 numeric,6 numeric,6 numeric,6 integer,6 numeric,6 numeric,6
## 3 numeric,6 numeric,6 numeric,6 numeric,6 numeric,6 numeric,6
## 4 numeric,6 integer,6 numeric,6 numeric,6 numeric,6 numeric,6
## 5 numeric,6 numeric,6 numeric,6 numeric,6 numeric,6 numeric,6
## 6 numeric,6 numeric,6 numeric,6 numeric,6 integer,6 numeric,6
## mean NA 190.3896 21346.17 7.560357 NA 436.3242
## Organic_carbon Trihalomethanes Turbidity Potability
## 1 numeric,6 numeric,6 numeric,6 numeric,6
## 2 numeric,6 numeric,6 integer,6 numeric,6
## 3 numeric,6 numeric,6 numeric,6 numeric,6
## 4 integer,6 numeric,6 numeric,6 numeric,6
## 5 numeric,6 numeric,6 numeric,6 numeric,6
## 6 numeric,6 numeric,6 numeric,6 integer,6
## mean 13.4705 66.16628 3.630547 0addmargins(head(data), 2, median)## ph Hardness Solids Chloramines Sulfate Conductivity
## 1 numeric,6 numeric,6 numeric,6 numeric,6 numeric,6 numeric,6
## 2 numeric,6 numeric,6 numeric,6 integer,6 numeric,6 numeric,6
## 3 numeric,6 numeric,6 numeric,6 numeric,6 numeric,6 numeric,6
## 4 numeric,6 integer,6 numeric,6 numeric,6 numeric,6 numeric,6
## 5 numeric,6 numeric,6 numeric,6 numeric,6 numeric,6 numeric,6
## 6 numeric,6 numeric,6 numeric,6 numeric,6 integer,6 numeric,6
## Organic_carbon Trihalomethanes Turbidity Potability median
## 1 numeric,6 numeric,6 numeric,6 numeric,6 NA
## 2 numeric,6 numeric,6 integer,6 numeric,6 NA
## 3 numeric,6 numeric,6 numeric,6 numeric,6 NA
## 4 integer,6 numeric,6 numeric,6 numeric,6 59.3891
## 5 numeric,6 numeric,6 numeric,6 numeric,6 21.77814
## 6 numeric,6 numeric,6 numeric,6 integer,6 31.6588Testing table objects:
is.table(head(data))## [1] FALSEReading data objects:
with(head(data), table(ph, Hardness))## Hardness
## ph 129.422920514944 181.101509236125 188.313323769616
## 3.71608007538699 1 0 0
## 5.58408663845609 0 0 1
## 8.0991241892984 0 0 0
## 8.31676588421468 0 0 0
## 9.09222345629096 0 1 0
## Hardness
## ph 204.890455471336 214.373394085623 224.236259393558
## 3.71608007538699 0 0 0
## 5.58408663845609 0 0 0
## 8.0991241892984 0 0 1
## 8.31676588421468 0 1 0
## 9.09222345629096 0 0 0with(data, sum(Chloramines))## [1] 23332.58Drawing distribution and Graphics:
stem(data$Hardness)##
## The decimal point is 1 digit(s) to the right of the |
##
## 4 | 7
## 6 | 37
## 8 | 24557889
## 10 | 013356677991111223334444555666777899999
## 12 | 00000111112333445555666777888888999990000001111222233333444445555556+17
## 14 | 00000011111111222222222333333333344444445555555555666666666777777777+181
## 16 | 00000000000000000000001111111111111111112222222222222222222233333333+424
## 18 | 00000000000000000000000000000000000011111111111111111111111111111111+775
## 20 | 00000000000000000000000000000000000000000000000011111111111111111111+692
## 22 | 00000000000000000000000000000111111111111111111111111111111111122222+382
## 24 | 00000000000000011111111111111111111112222222222222222333333334444444+94
## 26 | 00000111122233334444444555666778899000000222223333344445556666777788
## 28 | 0012233444677818
## 30 | 04478817
## 32 | 3stem(data$Hardness, scale = 2)##
## The decimal point is 1 digit(s) to the right of the |
##
## 4 | 7
## 5 |
## 6 |
## 7 | 37
## 8 | 2
## 9 | 4557889
## 10 | 01335667799
## 11 | 1111223334444555666777899999
## 12 | 0000011111233344555566677788888899999
## 13 | 000000111122223333344444555555666666667777777778888899999999
## 14 | 00000011111111222222222333333333344444445555555555666666666777777777+17
## 15 | 00000000000011111111111112222222222222223333333333333333444444444444+84
## 16 | 00000000000000000000001111111111111111112222222222222222222233333333+154
## 17 | 00000000000000000000000000000111111111111111122222222222222222223333+190
## 18 | 00000000000000000000000000000000000011111111111111111111111111111111+324
## 19 | 00000000000000000000000000000000000000000011111111111111111111111111+371
## 20 | 00000000000000000000000000000000000000000000000011111111111111111111+330
## 21 | 00000000000000000000000000000000000000000000001111111111111111111111+282
## 22 | 00000000000000000000000000000111111111111111111111111111111111122222+191
## 23 | 00000000000000000000000001111111111111111111111111222222222222222233+111
## 24 | 00000000000000011111111111111111111112222222222222222333333334444444+29
## 25 | 00000001111111122222222333334444455555666666666777778888889999999
## 26 | 00000111122233334444444555666778899
## 27 | 00000022222333334444555666677778888889999
## 28 | 00122334446778
## 29 | 18
## 30 | 044788
## 31 | 17
## 32 | 3stem(data$Solids)##
## The decimal point is 4 digit(s) to the right of the |
##
## 0 | 0111133333444444444444
## 0 | 55555555555566666666666777777777777777777777777777788888888888888888+61
## 1 | 00000000000000000000000000000000000000000000000000000000000000001111+412
## 1 | 55555555555555555555555555555555555555555555555555555555555555555555+667
## 2 | 00000000000000000000000000000000000000000000000000000000000000000000+640
## 2 | 55555555555555555555555555555555555555555555555555555555555555555555+467
## 3 | 00000000000000000000000000000000000000000000000000000000000000000111+232
## 3 | 55555555555555555555555555555555555555555555555555556666666666666666+87
## 4 | 00000000000000000000000111111111111111111111111122222222222223333444
## 4 | 555555555555555556666677788888888999999
## 5 | 0012224
## 5 | 56667
## 6 | 1hist(data$Hardness)
hist(data$Hardness, breaks = 'Sturges')
hist(data$Hardness, breaks = 'Scott')
hist(data$Hardness, breaks = 'FD')
hist(data$Hardness, breaks = 'st')
hist(data$Hardness, breaks = 10)
hist(data$Hardness, col = 'gray', main = NULL, xlab = 'Size', ylim = c(0, 0.1), freq = FALSE)
hist(data$Solids, col = 'brown', border = 'white')
hist(data$Chloramines, col = 'red', border = 'black')
hist(data$Sulfate, col = 'lightblue', border = 'white')
hist(data$Conductivity, col = 'lightgreen', border = 'white')
hist(data$Organic_carbon, col = 'black', border = 'yellow')
hist(data$Trihalomethanes, col = 'pink')
hist(data$Turbidity, col = 'magenta')
hist(data$Potability, col = 'cyan')
hist(data$ph, col = 'green', border = 'white')
density = density(data$Hardness)
density##
## Call:
## density.default(x = data$Hardness)
##
## Data: data$Hardness (3276 obs.); Bandwidth 'bw' = 5.298
##
## x y
## Min. : 31.54 Min. :2.610e-07
## 1st Qu.:108.41 1st Qu.:5.905e-05
## Median :185.28 Median :1.033e-03
## Mean :185.28 Mean :3.249e-03
## 3rd Qu.:262.15 3rd Qu.:5.711e-03
## Max. :339.02 Max. :1.341e-02dens1 = density(data$Chloramines)
dens1##
## Call:
## density.default(x = data$Chloramines)
##
## Data: data$Chloramines (3276 obs.); Bandwidth 'bw' = 0.2645
##
## x y
## Min. :-0.4414 Min. :5.840e-06
## 1st Qu.: 3.1491 1st Qu.:2.261e-03
## Median : 6.7395 Median :1.810e-02
## Mean : 6.7395 Mean :6.956e-02
## 3rd Qu.:10.3299 3rd Qu.:1.181e-01
## Max. :13.9204 Max. :2.652e-01dens2 = density(data$Solids)
dens2##
## Call:
## density.default(x = data$Solids)
##
## Data: data$Solids (3276 obs.); Bandwidth 'bw' = 1552
##
## x y
## Min. :-4336 Min. :8.900e-10
## 1st Qu.:13219 1st Qu.:4.304e-07
## Median :30774 Median :5.983e-06
## Mean :30774 Mean :1.423e-05
## 3rd Qu.:48329 3rd Qu.:2.721e-05
## Max. :65884 Max. :4.727e-05plot(data)
plot(data$ph)
plot(data$Solids)
plot(data$Chloramines)
plot(data$Sulfate)
plot(data$Conductivity)
plot(data$Organic_carbon)
plot(data$Trihalomethanes)
plot(data$Turbidity)
plot(data$Potability)
plot(data$Hardness)
plot(density(df1$Hardness))
plot(density(df1$Hardness), main = "", xlab = 'Size bin classes')
df1 = data
df1[is.na(df1)] = 0
head(df1)sum(is.na(df1))## [1] 0View(head(df1))
nrow(head(df1))## [1] 6nrow(df1)## [1] 3276ncol(df1)## [1] 10hist(df1$Hardness, freq = F, col = 'blue')
lines(density(df1$Hardness), lty = 2)
lines(density(df1$Hardness, k = 'rectangular'))
df.norm = rnorm(1000, mean(df1$Hardness), sd(df1$Hardness))
head(df.norm)## [1] 215.7479 154.1329 144.5614 199.0680 159.9151 151.9579hist(df1$Hardness, freq = F, col = 'green')
lines(density(df.norm))
hist(df.norm, freq = F, border = 'red',col = 'yellow', main = 'Comparing two distributions', xlab = 'Data2 size classes')
lines(density(df1$Hardness), lwd = 2)
hist(df.norm, freq = F, col = 'green')
lines(density(df1$Hardness))
qqnorm(df1$Hardness)
qqnorm(df1$Hardness, main = 'QQ plot of example data', xlab = 'Theoretical', ylab = 'Quantiles for data')
qqline(df1$Hardness, lwd = 2, lty = 2)
qqp = qqplot(df1$Hardness, rnorm(50, 5, 2))
qqp## $x
## [1] 47.4320 125.1080 137.5681 145.8058 151.3935 155.5566 159.1823 162.5078
## [9] 165.6046 168.2899 170.4425 173.7001 176.3200 178.2965 180.1028 181.9180
## [17] 183.5415 185.0880 186.4575 188.1603 190.0562 191.6303 192.9448 194.6214
## [25] 196.1428 197.6168 199.0312 200.3380 201.8172 203.3893 205.1237 206.6604
## [33] 208.3299 210.1746 211.6930 213.4876 215.3761 217.3231 219.5519 221.6386
## [41] 224.1128 226.5600 229.4492 232.4617 235.9450 240.1149 244.8178 254.2232
## [49] 268.6861 323.1240
##
## $y
## [1] 0.5134807 1.7450105 2.0050637 2.3465865 2.4903789 2.8577045 3.0711027
## [8] 3.3735683 3.4023544 3.4587922 3.8150777 3.8864296 3.9958456 4.0597127
## [15] 4.3054477 4.5372015 4.5912166 4.7156147 4.9783783 5.0209135 5.0373308
## [22] 5.0780658 5.1017732 5.1191706 5.1591998 5.1751128 5.1765584 5.2832902
## [29] 5.5471710 5.5935600 5.6536394 5.7053980 5.9353288 6.0308085 6.1604908
## [36] 6.2252608 6.3064586 6.4036527 6.5986642 6.7037920 6.9324270 7.1046372
## [43] 7.3324134 7.3712573 7.9651284 8.1955868 8.9625790 9.1342528 9.1434754
## [50] 9.4389637abline(lm(qqp$y ~ qqp$x))
Testing distribution:
sample(head(df1), size = 4)shapiro.test(df1$Hardness)##
## Shapiro-Wilk normality test
##
## data: df1$Hardness
## W = 0.99597, p-value = 9.61e-08ks.test(df1$Hardness, 'pnorm', mean = 5, sd = 2)##
## One-sample Kolmogorov-Smirnov test
##
## data: df1$Hardness
## D = 1, p-value < 2.2e-16
## alternative hypothesis: two-sidedks.test(df1$Hardness, pnorm(20, 5, 2))##
## Two-sample Kolmogorov-Smirnov test
##
## data: df1$Hardness and pnorm(20, 5, 2)
## D = 1, p-value = 0.0006103
## alternative hypothesis: two-sidedks.test(df1$Hardness, 'ppois', 5)##
## One-sample Kolmogorov-Smirnov test
##
## data: df1$Hardness
## D = 1, p-value < 2.2e-16
## alternative hypothesis: two-sidedT-test:
t.test(df1$Hardness, df1$Solids)##
## Welch Two Sample t-test
##
## data: df1$Hardness and df1$Solids
## t = -142.41, df = 3275.1, p-value < 2.2e-16
## alternative hypothesis: true difference in means is not equal to 0
## 95 percent confidence interval:
## -22118.10 -21517.34
## sample estimates:
## mean of x mean of y
## 196.3695 22014.0925t.test(df1$Hardness, df1$Solids, var.equal = TRUE)##
## Two Sample t-test
##
## data: df1$Hardness and df1$Solids
## t = -142.41, df = 6550, p-value < 2.2e-16
## alternative hypothesis: true difference in means is not equal to 0
## 95 percent confidence interval:
## -22118.05 -21517.40
## sample estimates:
## mean of x mean of y
## 196.3695 22014.0925t.test(df1$Hardness, mu = 1000)##
## One Sample t-test
##
## data: df1$Hardness
## t = -1398.9, df = 3275, p-value < 2.2e-16
## alternative hypothesis: true mean is not equal to 1000
## 95 percent confidence interval:
## 195.2432 197.4958
## sample estimates:
## mean of x
## 196.3695t.test(df1$Hardness, mu = 1000, alternative = 'greater')##
## One Sample t-test
##
## data: df1$Hardness
## t = -1398.9, df = 3275, p-value = 1
## alternative hypothesis: true mean is greater than 1000
## 95 percent confidence interval:
## 195.4243 Inf
## sample estimates:
## mean of x
## 196.3695U-test:
wilcox.test(df1$Hardness, df1$Solids)##
## Wilcoxon rank sum test with continuity correction
##
## data: df1$Hardness and df1$Solids
## W = 1, p-value < 2.2e-16
## alternative hypothesis: true location shift is not equal to 0wilcox.test(df1$Chloramines, exact = FALSE)##
## Wilcoxon signed rank test with continuity correction
##
## data: df1$Chloramines
## V = 5367726, p-value < 2.2e-16
## alternative hypothesis: true location is not equal to 0wilcox.test(df1$Chloramines, mu = 1000, exact = FALSE, conf.int = TRUE, alt = 'less')##
## Wilcoxon signed rank test with continuity correction
##
## data: df1$Chloramines
## V = 0, p-value < 2.2e-16
## alternative hypothesis: true location is less than 1000
## 95 percent confidence interval:
## -Inf 7.167014
## sample estimates:
## (pseudo)median
## 7.12224Correlation:
cor(df1$Hardness, df1$Solids)## [1] -0.04689937cor(df1$Hardness, df1$Solids, method = 'spearman')## [1] -0.05258439cor(df1$Hardness, df1$Solids, method = 'kendall')## [1] -0.0354754cor(df1)## ph Hardness Solids Chloramines Sulfate
## ph 1.000000000 0.03259088 -0.05127684 -0.010451816 -0.0101282036
## Hardness 0.032590877 1.00000000 -0.04689937 -0.030054239 -0.0310653963
## Solids -0.051276836 -0.04689937 1.00000000 -0.070147580 -0.0266709668
## Chloramines -0.010451816 -0.03005424 -0.07014758 1.000000000 0.0025128131
## Sulfate -0.010128204 -0.03106540 -0.02667097 0.002512813 1.0000000000
## Conductivity 0.030879261 -0.02391460 0.01383090 -0.020486409 -0.0179430269
## Organic_carbon 0.034792929 0.00361004 0.01024234 -0.012653471 0.0293290500
## Trihalomethanes 0.013247718 -0.00569142 -0.02306516 0.014974414 -0.0116422207
## Turbidity -0.009120018 -0.01444913 0.01954614 0.002363321 0.0002438703
## Potability 0.020390188 -0.01383656 0.03374331 0.023778972 0.0115419849
## Conductivity Organic_carbon Trihalomethanes Turbidity
## ph 0.030879261 0.03479293 0.01324772 -0.0091200182
## Hardness -0.023914600 0.00361004 -0.00569142 -0.0144491293
## Solids 0.013830898 0.01024234 -0.02306516 0.0195461442
## Chloramines -0.020486409 -0.01265347 0.01497441 0.0023633211
## Sulfate -0.017943027 0.02932905 -0.01164222 0.0002438703
## Conductivity 1.000000000 0.02096636 0.01631829 0.0057981677
## Organic_carbon 0.020966361 1.00000000 -0.01338085 -0.0273081130
## Trihalomethanes 0.016318287 -0.01338085 1.00000000 -0.0190663318
## Turbidity 0.005798168 -0.02730811 -0.01906633 1.0000000000
## Potability -0.008128320 -0.03000137 0.02109440 0.0015806820
## Potability
## ph 0.020390188
## Hardness -0.013836558
## Solids 0.033743313
## Chloramines 0.023778972
## Sulfate 0.011541985
## Conductivity -0.008128320
## Organic_carbon -0.030001367
## Trihalomethanes 0.021094401
## Turbidity 0.001580682
## Potability 1.000000000cor(df1$Hardness, df1)## ph Hardness Solids Chloramines Sulfate Conductivity
## [1,] 0.03259088 1 -0.04689937 -0.03005424 -0.0310654 -0.0239146
## Organic_carbon Trihalomethanes Turbidity Potability
## [1,] 0.00361004 -0.00569142 -0.01444913 -0.01383656Covariance:
cov(df1$Hardness, df1$Solids)## [1] -13521.49cov(df1)## ph Hardness Solids Chloramines
## ph 8.550986e+00 3.133522e+00 -1314.7952 -4.838425e-02
## Hardness 3.133522e+00 1.081079e+03 -13521.4865 -1.564367e+00
## Solids -1.314795e+03 -1.352149e+04 76887834.3619 -9.737461e+02
## Chloramines -4.838425e-02 -1.564367e+00 -973.7461 2.506158e+00
## Sulfate -4.346739e+00 -1.499093e+02 -34323.4267 5.838314e-01
## Conductivity 7.298198e+00 -6.355247e+01 9802.1171 -2.621264e+00
## Organic_carbon 3.365781e-01 3.926698e-01 297.1084 -6.626751e-02
## Trihalomethanes 8.272159e-01 -3.995940e+00 -4318.7191 5.062019e-01
## Turbidity -2.081188e-02 -3.707471e-01 133.7511 2.919674e-03
## Potability 2.908807e-02 -2.219434e-01 144.3451 1.836466e-02
## Sulfate Conductivity Organic_carbon Trihalomethanes
## ph -4.346739e+00 7.2981984 0.33657809 0.8272159
## Hardness -1.499093e+02 -63.5524734 0.39266978 -3.9959402
## Solids -3.432343e+04 9802.1171159 297.10837719 -4318.7191335
## Chloramines 5.838314e-01 -2.6212638 -0.06626751 0.5062019
## Sulfate 2.154002e+04 -212.8430432 14.23992922 -36.4861972
## Conductivity -2.128430e+02 6532.5293297 5.60596659 28.1633912
## Organic_carbon 1.423993e+01 5.6059666 10.94393581 -0.9452357
## Trihalomethanes -3.648620e+01 28.1633912 -0.94523565 455.9733031
## Turbidity 2.793120e-02 0.3657118 -0.07049948 -0.3177198
## Potability 8.263978e-01 -0.3204993 -0.04841873 0.2197468
## Turbidity Potability
## ph -2.081188e-02 2.908807e-02
## Hardness -3.707471e-01 -2.219434e-01
## Solids 1.337511e+02 1.443451e+02
## Chloramines 2.919674e-03 1.836466e-02
## Sulfate 2.793120e-02 8.263978e-01
## Conductivity 3.657118e-01 -3.204993e-01
## Organic_carbon -7.049948e-02 -4.841873e-02
## Trihalomethanes -3.177198e-01 2.197468e-01
## Turbidity 6.089967e-01 6.017797e-04
## Potability 6.017797e-04 2.379968e-01df1.cv = cov(df1)
cov2cor(df1.cv)## ph Hardness Solids Chloramines Sulfate
## ph 1.000000000 0.03259088 -0.05127684 -0.010451816 -0.0101282036
## Hardness 0.032590877 1.00000000 -0.04689937 -0.030054239 -0.0310653963
## Solids -0.051276836 -0.04689937 1.00000000 -0.070147580 -0.0266709668
## Chloramines -0.010451816 -0.03005424 -0.07014758 1.000000000 0.0025128131
## Sulfate -0.010128204 -0.03106540 -0.02667097 0.002512813 1.0000000000
## Conductivity 0.030879261 -0.02391460 0.01383090 -0.020486409 -0.0179430269
## Organic_carbon 0.034792929 0.00361004 0.01024234 -0.012653471 0.0293290500
## Trihalomethanes 0.013247718 -0.00569142 -0.02306516 0.014974414 -0.0116422207
## Turbidity -0.009120018 -0.01444913 0.01954614 0.002363321 0.0002438703
## Potability 0.020390188 -0.01383656 0.03374331 0.023778972 0.0115419849
## Conductivity Organic_carbon Trihalomethanes Turbidity
## ph 0.030879261 0.03479293 0.01324772 -0.0091200182
## Hardness -0.023914600 0.00361004 -0.00569142 -0.0144491293
## Solids 0.013830898 0.01024234 -0.02306516 0.0195461442
## Chloramines -0.020486409 -0.01265347 0.01497441 0.0023633211
## Sulfate -0.017943027 0.02932905 -0.01164222 0.0002438703
## Conductivity 1.000000000 0.02096636 0.01631829 0.0057981677
## Organic_carbon 0.020966361 1.00000000 -0.01338085 -0.0273081130
## Trihalomethanes 0.016318287 -0.01338085 1.00000000 -0.0190663318
## Turbidity 0.005798168 -0.02730811 -0.01906633 1.0000000000
## Potability -0.008128320 -0.03000137 0.02109440 0.0015806820
## Potability
## ph 0.020390188
## Hardness -0.013836558
## Solids 0.033743313
## Chloramines 0.023778972
## Sulfate 0.011541985
## Conductivity -0.008128320
## Organic_carbon -0.030001367
## Trihalomethanes 0.021094401
## Turbidity 0.001580682
## Potability 1.000000000Correlation hypothesis tests:
cor.test(df1$Hardness, df1$Solids)##
## Pearson's product-moment correlation
##
## data: df1$Hardness and df1$Solids
## t = -2.6865, df = 3274, p-value = 0.007257
## alternative hypothesis: true correlation is not equal to 0
## 95 percent confidence interval:
## -0.08101488 -0.01267409
## sample estimates:
## cor
## -0.04689937Association tests:
chisq.test(df1)## Warning in chisq.test(df1): Chi-squared approximation may be incorrect##
## Pearson's Chi-squared test
##
## data: df1
## X-squared = 1121270, df = 29475, p-value < 2.2e-16chisq.test(df1$Hardness)##
## Chi-squared test for given probabilities
##
## data: df1$Hardness
## X-squared = 18030, df = 3275, p-value < 2.2e-16chisq.test(df1, correct = FALSE)## Warning in chisq.test(df1, correct = FALSE): Chi-squared approximation may be
## incorrect##
## Pearson's Chi-squared test
##
## data: df1
## X-squared = 1121270, df = 29475, p-value < 2.2e-16chisq.test(df1$Hardness, correct = FALSE)##
## Chi-squared test for given probabilities
##
## data: df1$Hardness
## X-squared = 18030, df = 3275, p-value < 2.2e-16df1.cs = chisq.test(df1$Hardness, p = df1$Solids, rescale.p = TRUE)## Warning in chisq.test(df1$Hardness, p = df1$Solids, rescale.p = TRUE): Chi-
## squared approximation may be incorrectdf1.cs##
## Chi-squared test for given probabilities
##
## data: df1$Hardness
## X-squared = 195161, df = 3275, p-value < 2.2e-16head(df1.cs$exp)## [1] 185.4621 166.1833 177.5965 196.4081 160.3757 256.4432names(df1.cs$expected) = row.names(df1)
head(df1.cs$exp)## 1 2 3 4 5 6
## 185.4621 166.1833 177.5965 196.4081 160.3757 256.4432df2.cs = chisq.test(df1)## Warning in chisq.test(df1): Chi-squared approximation may be incorrectdf2.cs##
## Pearson's Chi-squared test
##
## data: df1
## X-squared = 1121270, df = 29475, p-value < 2.2e-16names(df2.cs)## [1] "statistic" "parameter" "p.value" "method" "data.name" "observed"
## [7] "expected" "residuals" "stdres"head(df2.cs$resid)## ph Hardness Solids Chloramines Sulfate Conductivity
## [1,] -2.4022882 1.211967 -2.15999945 0.1806369 7.9948891 7.702665
## [2,] -0.6092235 -2.843545 0.09572965 0.2493827 -14.6620652 12.243785
## [3,] 1.1564428 3.595978 0.90031580 1.1365911 -15.1142095 1.818955
## [4,] 0.9227541 1.216747 -0.65973221 0.3379165 6.3513535 -3.137426
## [5,] 1.8567531 1.522658 -1.13336711 0.2809381 6.9638543 2.528445
## [6,] -0.7804117 -4.070835 2.24292268 -0.5393461 -0.0513305 -11.469580
## Organic_carbon Trihalomethanes Turbidity Potability
## [1,] -0.89587275 3.4047142 -0.4306691 -0.6115570
## [2,] 0.89173688 0.4045275 0.6256941 -0.5743781
## [3,] 1.12520195 1.2885082 -0.2694888 -0.5920906
## [4,] 1.07833333 4.6384310 0.3223580 -0.6260393
## [5,] -0.06044592 -2.7717746 0.4469551 -0.5668408
## [6,] -2.33300570 -2.9294190 -1.1289256 -0.7090545df1[1:2, 4:5]chisq.test(df1[1:2, 4:5], correct = FALSE)## Warning in chisq.test(df1[1:2, 4:5], correct = FALSE): Chi-squared approximation
## may be incorrect##
## Pearson's Chi-squared test
##
## data: df1[1:2, 4:5]
## X-squared = 178.56, df = 1, p-value < 2.2e-16chisq.test(df1[1:2, 4:5], correct = TRUE)## Warning in chisq.test(df1[1:2, 4:5], correct = TRUE): Chi-squared approximation
## may be incorrect##
## Pearson's Chi-squared test with Yates' continuity correction
##
## data: df1[1:2, 4:5]
## X-squared = 151.73, df = 1, p-value < 2.2e-16with(df1, chisq.test(Hardness, p = Solids, rescale = T))## Warning in chisq.test(Hardness, p = Solids, rescale = T): Chi-squared
## approximation may be incorrect##
## Chi-squared test for given probabilities
##
## data: Hardness
## X-squared = 195161, df = 3275, p-value < 2.2e-16chisq.test(df1$Hardness)##
## Chi-squared test for given probabilities
##
## data: df1$Hardness
## X-squared = 18030, df = 3275, p-value < 2.2e-16Box-whisker plots:
boxplot(df1$Hardness)
boxplot(df1$Chloramines, df1$Solids)
boxplot(df1$Hardness, df1$Solids, names = c('Hardness', 'Solids'))
title(xlab = 'Variable', ylab = 'Value')
boxplot(df1$Hardness, df1$Solids, names = c('Hardness', 'Solids'), range = 0,
xlab = 'Variable', ylab = 'Value', col = 'blue')
boxplot(df1$Hardness, df1$Solids, df1$Chloramines, names = c('Hardness', 'Solids', 'Chloramines'), range = 0, xlab = 'variable', ylab = 'value', col = 'lightblue')
Scatter plots:
plot(df1$Hardness, df1$Solids, pch = "+")
plot(df1$Hardness, df1$Solids, xlab = 'Hardness', ylab = 'Solids', pch = 18 , cex = 4, col = 'lightblue', xlim = c(0, 3500), ylim = c(0, 3500))
plot(Hardness ~ Solids, data = df1)
abline(lm(Hardness ~ Solids, data = df1))
plot(Hardness ~ Solids, data = df1)
abline(lm(Hardness ~ Solids, data = df1), lty = 'dotted', lwd = 2, col = 'red')
plot(Hardness ~ Solids, data = df1, xlab = 'Hardness', ylab = 'Solids', pch = 12, cex = 2, col = 'blue', xlim = c(100, 3200), ylim = c(100, 3200))
abline(lm(Hardness ~ Solids, data = df1), lty = 'twodash', lwd = 2, col = 'green')
plot(df1$Potability, type = 'l')
plot(df1$Conductivity, type = 'o')
with(df1, plot(df1$Solids, df1$Trihalomethanes , type = 'c'))
with(df1[order(df1$Hardness),], plot(sort(df1$Solids), Chloramines, type = 'l'))
plot(df1$Trihalomethanes, type = 'b')
plot(df1$Turbidity, type = 'b')
Multiple correlation plots:
pairs(~ Hardness + Solids + Trihalomethanes + Conductivity, data = df1)
pairs(~ Sulfate + Organic_carbon + Turbidity, data = df1, col ='lightpink', cex = 2, pch = '*')
Pie charts:
pie(head(df1$Chloramines))
pc = c('gray65', 'blue', 'lightblue', 'yellow', 'lightgreen', 'red')
pie(head(df1$Hardness), labels = row.names(df1), col = pc, cex = 1.2)
Cleveland dot charts:
dotchart(df1$Hardness)
dotchart(t(df1$Hardness))
Bar charts:
barplot(df1$Hardness)
barplot(head(df1$Hardness))
barplot(head(df1$Hardness))
title(xlab = 'Variable', ylab = 'Value')
barplot(head(df1$Solids), xlab = 'variable', ylab = 'value', ylim = c(0,1000), col = 'lightblue')
abline(h = seq(1, 7, 10), lty = 2, lwd = 0.5, col = 'gray40')
box()
barplot(table(head(df1$Hardness)), ylab = 'Variable', xlab = 'Value')
abline(h = 0)
barplot(head(df1$Hardness), beside = TRUE, ylab = 'Variable', xlab = 'Value')
barplot(t(head(df1$Hardness)), beside = TRUE, legend = TRUE, cex.names = 0.8, col = c('black', 'pink', 'lightblue', 'tan', 'red', 'brown'))
title(ylab = 'Variable', xlab = 'Value')
bccol = c('black', 'pink', 'lightblue', 'tan', 'red', 'brown')
barplot(head(df1$Hardness), beside = TRUE, legend = TRUE, horiz = TRUE, xlim = c(0, 60), col = bccol)
title(ylab = 'Variable', xlab = 'value')
Analysis of variance (ANOVA):
dfs.aov = aov(df1$Hardness ~ df1$Solids, data = df1)
head(dfs.aov)## $coefficients
## (Intercept) df1$Solids
## 2.002409e+02 -1.758599e-04
##
## $residuals
## 1 2 3 4 5
## 8.305923e+00 -6.754169e+01 2.749666e+01 1.800466e+01 -1.597760e+01
## 6 7 8 9 10
## -6.871827e+00 5.288677e+01 5.525003e+00 -7.874005e+01 3.147228e+01
## 11 12 13 14 15
## -2.901298e+01 2.175289e+01 -4.024190e+01 -4.525948e+01 1.009640e+01
## 16 17 18 19 20
## -6.286283e+00 1.625676e+01 7.780082e+01 8.253858e+01 1.876306e+01
## 21 22 23 24 25
## 3.111681e+01 -2.651527e+01 1.874544e+01 3.848690e-01 -5.646533e+01
## 26 27 28 29 30
## 2.257978e+00 1.356344e+01 -5.214698e+01 7.081631e+01 -4.941592e+01
## 31 32 33 34 35
## 1.205712e+01 -6.023722e+00 -7.852326e+01 4.052891e+01 3.464004e+01
## 36 37 38 39 40
## -4.837682e+00 -1.197927e+01 1.070342e+02 -5.328011e+01 2.714380e+00
## 41 42 43 44 45
## 3.567635e+01 -2.437198e+00 4.351034e+01 4.330606e+00 -1.309842e+01
## 46 47 48 49 50
## 2.287133e+01 1.125715e+01 -2.409406e+01 -6.429795e+01 3.737867e+00
## 51 52 53 54 55
## -2.701767e+01 -9.767058e+01 -5.173607e+01 1.356961e+01 -1.451666e+01
## 56 57 58 59 60
## 6.523552e+01 4.315541e+01 -5.676249e+00 -3.945648e+01 -4.156997e+01
## 61 62 63 64 65
## 3.881492e+01 1.646392e+01 3.552822e+01 -7.611095e-01 -6.675870e+01
## 66 67 68 69 70
## 1.590212e+01 4.446141e+01 -9.195403e+01 1.321600e+01 -1.596080e+01
## 71 72 73 74 75
## -1.596570e+01 -7.809887e+01 -6.587413e+01 4.602975e+01 2.167321e+01
## 76 77 78 79 80
## 1.563022e+01 -3.745882e+01 -2.992512e+01 -1.925397e+01 2.289250e+01
## 81 82 83 84 85
## 3.856880e+01 -2.930850e+01 6.403155e+00 6.350718e+01 -6.221640e+01
## 86 87 88 89 90
## -2.516468e+00 3.661053e+01 2.716120e+00 1.022766e+02 1.115980e+01
## 91 92 93 94 95
## 7.554694e-01 4.093886e+00 4.126954e+01 5.789412e+01 4.947231e+00
## 96 97 98 99 100
## 2.328525e+00 2.462802e+01 -6.066015e+01 -7.558222e+01 -3.329616e+01
## 101 102 103 104 105
## -2.911128e+01 2.504979e+01 -2.254638e+01 -2.484114e+01 -5.317149e+00
## 106 107 108 109 110
## 7.925740e+00 1.726487e+01 5.606916e+01 -5.360203e+00 -1.219387e+01
## 111 112 113 114 115
## 2.458572e+01 2.827912e+01 5.843957e+01 1.534572e+01 2.203012e+01
## 116 117 118 119 120
## -4.881900e+00 6.408970e+01 4.288737e+01 -7.614259e+01 3.825981e+00
## 121 122 123 124 125
## -5.853721e+01 -5.039227e+01 3.539045e+01 7.154330e+01 3.609349e+01
## 126 127 128 129 130
## 2.184195e+01 5.759435e+01 1.185728e+01 3.097931e+01 5.049977e+00
## 131 132 133 134 135
## -4.643280e+01 -3.876928e+01 -4.133964e+01 5.131166e+01 3.584553e+00
## 136 137 138 139 140
## -3.381810e+00 -3.687523e+01 -1.744700e+01 4.066285e+00 5.445940e+00
## 141 142 143 144 145
## 7.255894e+01 -2.917145e+01 -5.074984e+00 8.455350e+00 2.444198e+01
## 146 147 148 149 150
## -4.939850e+00 -3.971061e+01 6.551459e+01 -4.322083e+01 -9.196070e+01
## 151 152 153 154 155
## 2.280761e+00 -4.080943e+01 9.126186e-02 -1.708394e+01 4.135962e+01
## 156 157 158 159 160
## 2.006006e+01 8.497620e+01 -7.311666e+00 1.839125e+01 3.751748e+01
## 161 162 163 164 165
## 5.085865e+01 4.564756e+01 -4.396707e+01 -5.705744e+01 4.121048e+00
## 166 167 168 169 170
## 7.703171e+01 -2.312376e+01 5.983497e+00 8.857325e+00 -7.128800e+01
## 171 172 173 174 175
## 1.211267e+01 3.732648e+01 4.201044e+01 3.655732e+01 -8.088595e+00
## 176 177 178 179 180
## -5.547942e+01 5.128406e+00 6.339685e+01 -2.181555e+01 5.487179e+00
## 181 182 183 184 185
## 8.259746e+01 -1.324347e+01 3.874455e+01 -2.935755e+01 -5.622471e+01
## 186 187 188 189 190
## 3.380169e+00 3.274008e+01 8.862124e+01 -5.075557e+01 -8.339721e+01
## 191 192 193 194 195
## -2.014832e+01 6.455601e+01 -1.168774e+01 -6.760290e+01 5.276707e+01
## 196 197 198 199 200
## 1.981804e+01 1.662072e+01 3.517154e+01 3.439417e+01 -7.279357e+01
## 201 202 203 204 205
## 3.307919e+01 3.237275e+01 -1.445857e+01 -8.076578e+00 -3.728227e+01
## 206 207 208 209 210
## -3.474169e+01 -4.460875e+01 7.562527e+01 2.665671e+01 3.137227e+01
## 211 212 213 214 215
## 1.139643e+01 2.433803e+01 -3.482336e+01 -1.127516e+01 1.079692e+01
## 216 217 218 219 220
## -8.771159e+01 -1.033853e+01 1.757323e+01 7.951085e+01 3.369054e+01
## 221 222 223 224 225
## -4.582947e+00 -5.460142e+01 -5.998165e+01 4.035501e+01 6.183208e+00
## 226 227 228 229 230
## 7.779395e+01 6.760719e+01 -8.591172e+01 -1.741061e+01 -6.321438e+01
## 231 232 233 234 235
## 1.392875e+01 -1.688669e+01 -1.293319e+01 5.808289e+00 5.798572e+00
## 236 237 238 239 240
## 8.077147e+00 3.594026e+00 -2.044231e+01 1.287297e+01 5.604945e+01
## 241 242 243 244 245
## 6.748580e+01 -9.334980e+00 -5.280780e+01 2.143630e+01 8.517279e+00
## 246 247 248 249 250
## 2.029158e+01 -9.362823e+01 2.357544e+01 7.927847e+01 3.427910e+01
## 251 252 253 254 255
## -5.211967e+01 -6.865168e+01 -2.615028e+01 4.865094e+01 6.755778e+00
## 256 257 258 259 260
## 3.922526e+01 1.194438e+01 2.770591e+01 -9.665817e+01 1.783690e+01
## 261 262 263 264 265
## 8.456322e+01 2.032892e+01 8.283012e+01 -1.494257e+02 3.686740e+01
## 266 267 268 269 270
## 1.770509e+01 1.346764e+01 3.315693e+01 5.487378e+01 -4.211575e+01
## 271 272 273 274 275
## -6.781050e+01 -2.103821e+01 3.297543e+01 -1.807406e+01 -4.088080e+01
## 276 277 278 279 280
## 8.606447e+01 -2.552312e+01 2.962895e+01 -1.139576e+02 6.048205e+01
## 281 282 283 284 285
## -6.673267e+01 -3.068843e+01 -2.336964e+01 -5.536656e+01 -2.460243e+01
## 286 287 288 289 290
## 4.493029e+01 1.860674e+01 -4.903701e+01 4.546413e+00 -3.883192e+01
## 291 292 293 294 295
## 7.162126e+01 -1.715042e+01 1.449477e+01 2.770826e+01 -7.605284e+01
## 296 297 298 299 300
## 3.785434e+01 -1.732422e+01 -5.095844e+00 -6.150235e+00 7.490870e-01
## 301 302 303 304 305
## 2.900572e+01 -6.537564e+01 3.266899e+01 -1.366701e+01 -5.939246e+01
## 306 307 308 309 310
## 2.811500e+01 3.470337e+00 6.468480e+00 -9.767068e+00 -8.354917e+01
## 311 312 313 314 315
## 8.084163e+01 4.183294e+01 -3.326188e+01 -7.425654e+00 -1.978270e+01
## 316 317 318 319 320
## 2.286548e+00 -3.895861e+01 -1.158827e+02 3.777343e+01 -7.571794e+01
## 321 322 323 324 325
## -5.287443e+01 1.102993e+02 -6.094528e+00 5.794561e+01 1.964421e+01
## 326 327 328 329 330
## -4.732848e+00 7.970060e+01 -2.943189e+01 1.779187e+01 -4.331968e+01
## 331 332 333 334 335
## 2.420203e+01 -3.375066e+01 4.297611e+01 6.709467e+01 5.527531e+01
## 336 337 338 339 340
## -1.016634e+02 6.719704e+01 2.440372e+01 5.813944e+01 -3.525601e+01
## 341 342 343 344 345
## -3.879524e+01 -1.370521e+01 8.517908e+01 -4.419724e+01 2.383555e+01
## 346 347 348 349 350
## -2.030823e+01 8.136623e+01 1.297363e+02 -3.933910e+01 -2.236284e+01
## 351 352 353 354 355
## -1.078985e+01 -5.687531e+00 -1.118128e+01 3.407318e-01 1.158792e+02
## 356 357 358 359 360
## -9.156377e+00 1.724974e+01 4.470557e+01 3.085306e+01 2.014615e+01
## 361 362 363 364 365
## 4.504030e+00 -5.647278e+01 -5.531148e+00 5.195940e+01 4.482420e+01
## 366 367 368 369 370
## 3.960760e+01 1.004218e+02 4.524099e+01 -4.206095e+01 1.738944e+01
## 371 372 373 374 375
## 3.157205e+01 -2.393492e+00 -1.289530e+01 -5.531761e+00 -6.386363e+01
## 376 377 378 379 380
## 2.964050e+01 -3.329342e+01 -6.488991e+01 5.685806e+01 -1.231544e+02
## 381 382 383 384 385
## 2.849536e+01 -2.660029e+01 1.771698e+01 1.157619e+02 -3.089626e+01
## 386 387 388 389 390
## -1.102666e+01 6.958276e-01 -5.408065e+01 4.246225e+01 1.596977e+01
## 391 392 393 394 395
## -1.330032e+01 -2.259475e+01 2.144517e+00 2.133404e+01 -1.292683e+00
## 396 397 398 399 400
## -7.042049e-01 4.436642e+01 3.650504e+01 8.515875e+01 -2.936403e+01
## 401 402 403 404 405
## 1.470809e+01 -8.164426e+00 7.494268e+01 8.557080e+00 -3.874248e+01
## 406 407 408 409 410
## 9.421431e+01 5.309402e+01 1.610382e+01 9.018059e-01 -1.552609e+01
## 411 412 413 414 415
## -9.676245e+00 -1.176113e+01 2.712719e+01 -7.305684e+00 -1.987475e+01
## 416 417 418 419 420
## -1.905720e+00 1.217341e+01 1.170848e+01 -2.196327e+01 -3.007170e+01
## 421 422 423 424 425
## -4.750669e+00 1.813129e+01 2.974982e+01 -1.630031e+01 1.900301e+01
## 426 427 428 429 430
## 3.023662e+01 -2.340783e+01 1.124526e+01 -1.874953e+01 2.882449e+01
## 431 432 433 434 435
## 1.052577e+01 1.730317e+01 3.903032e+00 3.948134e+01 -1.985419e+01
## 436 437 438 439 440
## -2.250024e+01 5.047460e+01 2.730824e+01 2.388621e+00 -4.271429e+01
## 441 442 443 444 445
## -8.794725e+00 1.485782e+01 1.180660e+01 1.541000e+01 3.827407e+01
## 446 447 448 449 450
## 4.911223e+00 -8.067646e+00 9.370135e+00 -2.385027e+01 3.694458e+01
## 451 452 453 454 455
## -6.039760e+01 -2.898818e+01 -3.593887e+00 -3.036050e+01 5.227098e+01
## 456 457 458 459 460
## -2.077408e+01 -1.619553e+01 4.299708e+00 -5.555557e+01 -3.039358e+01
## 461 462 463 464 465
## -1.747692e+01 9.559699e+00 -7.571148e+00 9.266329e+00 4.286716e+01
## 466 467 468 469 470
## 6.062841e+00 -1.062070e+01 2.374023e+00 -6.391542e+00 1.890352e+01
## 471 472 473 474 475
## 1.789300e+00 -5.264185e+00 -2.451761e+01 -3.026755e+01 -1.482368e+01
## 476 477 478 479 480
## -9.549103e+00 -6.661291e+00 -5.783990e+00 -2.387817e+00 -5.929170e-01
## 481 482 483 484 485
## 1.231507e+01 6.088945e+00 -1.806874e+01 -6.369499e+00 -2.759466e+01
## 486 487 488 489 490
## -4.023221e+00 3.141667e+00 2.643643e+01 1.551305e+00 -1.237663e+01
## 491 492 493 494 495
## 7.873046e+00 5.343508e-01 -2.781488e+01 2.725089e+01 -3.386545e+01
## 496 497 498 499 500
## -3.920957e+01 -1.690242e+01 -2.612060e+01 -1.734309e+01 -8.424954e-01
## 501 502 503 504 505
## -3.762788e+00 -2.857681e+01 -1.970655e+01 -1.153915e+01 1.941275e+01
## 506 507 508 509 510
## 9.734170e+00 2.545818e+01 7.541453e+00 -2.505703e+01 6.826243e+01
## 511 512 513 514 515
## 1.349549e+01 5.938020e+00 3.002030e+01 1.371429e+00 -4.379848e+01
## 516 517 518 519 520
## 4.055679e+01 3.434908e+01 1.097277e+01 -2.573105e+01 1.402985e+00
## 521 522 523 524 525
## 7.031525e+00 6.701399e+00 -2.896438e+00 -1.487325e+01 2.058807e+01
## 526 527 528 529 530
## -9.479942e+00 1.919315e+01 -1.400299e+01 1.363358e+01 2.905521e+01
## 531 532 533 534 535
## 3.544291e+00 4.274304e+00 -1.754920e+01 -3.344156e+01 -3.495774e+01
## 536 537 538 539 540
## -3.434633e+01 3.926347e+00 -1.912624e+01 -1.073282e+01 6.891166e+00
## 541 542 543 544 545
## -9.807925e+00 -4.681827e+01 1.273266e+01 -8.809454e+00 -1.704052e+00
## 546 547 548 549 550
## -2.025012e+01 1.578686e+01 -1.504068e+01 -3.776699e+00 -3.306478e+01
## 551 552 553 554 555
## 4.177443e+01 -6.971170e+00 7.281128e+00 -1.142047e+01 2.651373e+00
## 556 557 558 559 560
## 2.394860e+01 -2.996782e+01 4.377284e-01 1.652527e+01 1.525073e+01
## 561 562 563 564 565
## 2.606656e+01 -2.556910e+01 5.962516e+00 -3.279048e+01 1.434066e+01
## 566 567 568 569 570
## 2.087734e+01 -2.065375e+01 3.311173e+01 2.615479e+01 -7.630043e+00
## 571 572 573 574 575
## -2.299426e+01 -1.762641e+01 -4.217733e+01 -1.113863e+01 1.794035e+01
## 576 577 578 579 580
## 6.383120e+00 -1.574557e+01 3.131585e+01 4.800140e+00 2.276853e+01
## 581 582 583 584 585
## -4.741115e+00 -2.370779e+01 2.528780e+01 3.690677e+01 2.371317e+01
## 586 587 588 589 590
## 2.669964e+01 -2.229801e+01 1.143699e+01 6.640288e+00 -1.623415e+01
## 591 592 593 594 595
## -2.344480e+01 -2.003848e+01 3.383093e+00 1.767076e+01 -9.869355e+00
## 596 597 598 599 600
## -6.146280e+00 5.339650e+01 -2.568927e+01 -5.809264e+00 1.238709e+01
## 601 602 603 604 605
## 3.753997e+01 2.525946e+01 3.306296e+01 2.493359e+01 2.359714e+01
## 606 607 608 609 610
## -2.480488e+01 -1.681310e+01 6.461410e+00 -4.694563e+01 -2.660248e+01
## 611 612 613 614 615
## 1.043784e+01 -5.523563e+00 9.628688e+00 3.836736e+01 2.677972e+01
## 616 617 618 619 620
## -1.017828e+01 -5.678123e+00 1.671668e+00 -1.721924e+01 5.624693e+00
## 621 622 623 624 625
## -1.325904e+01 -1.453902e+00 1.058962e+01 9.803431e+00 -1.024984e+01
## 626 627 628 629 630
## -7.775137e+00 1.105301e+01 1.957740e+01 4.655882e+01 -1.738935e+01
## 631 632 633 634 635
## 1.813532e+01 -6.571932e+00 -1.630223e+01 7.019640e+00 5.705800e+00
## 636 637 638 639 640
## -1.538944e+00 1.813369e+01 -4.177302e+01 2.704953e+01 2.172838e+01
## 641 642 643 644 645
## 2.869643e+01 2.539956e+01 -2.579286e+00 -1.195279e+01 -1.012446e+01
## 646 647 648 649 650
## 4.617738e+01 2.348152e+01 1.658813e+01 1.488523e+01 -1.667556e+00
## 651 652 653 654 655
## 7.316308e+00 -2.373707e+00 2.356762e+01 6.013439e+00 -5.729708e+00
## 656 657 658 659 660
## 1.688164e+01 -4.497281e+01 1.266641e+01 1.380003e+01 -4.233448e+01
## 661 662 663 664 665
## -3.745625e+00 2.039455e+01 1.213076e+01 1.147983e+01 -8.149403e+00
## 666 667 668 669 670
## 3.490879e+01 -3.540981e+01 1.367252e+00 2.372403e+01 -8.458314e+00
## 671 672 673 674 675
## 2.787507e+01 -1.843152e+00 1.427821e+01 6.154870e+00 -3.009511e+01
## 676 677 678 679 680
## 2.312274e+00 2.324262e+01 6.613748e+00 -3.169293e+01 1.997797e+01
## 681 682 683 684 685
## 3.223677e+01 -3.863974e+01 -1.011696e+01 7.061644e+00 6.692253e+00
## 686 687 688 689 690
## -1.750124e+01 8.138666e+00 1.788255e+00 1.839574e+01 3.110215e+01
## 691 692 693 694 695
## 1.123104e+01 1.434321e+01 -4.535415e+01 1.730884e+01 -1.612116e+01
## 696 697 698 699 700
## -2.079149e+01 1.623538e+01 -1.418106e+01 -3.237859e+01 -2.495046e+01
## 701 702 703 704 705
## 3.495876e+01 4.770701e+00 -3.801998e+00 3.630593e+01 1.425277e+01
## 706 707 708 709 710
## -1.822342e+01 -2.274914e+01 1.716978e+01 -1.036680e+01 -1.244868e+00
## 711 712 713 714 715
## -2.620210e+01 1.414465e+01 -5.127546e+01 -2.842408e+01 4.260516e+00
## 716 717 718 719 720
## -4.285638e+00 -2.533162e+01 2.189702e+01 2.753872e+00 -3.326816e+01
## 721 722 723 724 725
## -6.739908e+00 -1.586351e+01 -2.262182e+00 4.441834e+01 1.697617e+00
## 726 727 728 729 730
## 2.039457e+01 -4.084722e+01 8.439063e+00 1.804960e+01 -7.235893e+00
## 731 732 733 734 735
## 1.492420e+01 2.123222e+01 -1.048397e+01 1.493612e+01 1.690275e+01
## 736 737 738 739 740
## -3.287091e+00 3.758374e+00 5.965463e+00 4.666785e+00 -9.156336e-01
## 741 742 743 744 745
## 1.283805e+01 -1.179596e+01 6.553141e+00 -1.558253e+01 -1.174246e+01
## 746 747 748 749 750
## -9.312704e+00 1.530759e+01 -4.915720e+00 1.117147e+01 2.340219e+01
## 751 752 753 754 755
## -1.016241e+01 8.107310e-01 -3.518175e+01 -1.141731e+01 -1.001819e+01
## 756 757 758 759 760
## 2.389620e+01 -4.168844e+01 3.385078e+01 6.947797e+00 1.980850e+01
## 761 762 763 764 765
## -3.142546e+00 1.470530e+01 -1.232808e+01 3.557011e+01 -3.686862e+01
## 766 767 768 769 770
## 1.023299e+01 2.311392e+00 1.051554e+01 2.337629e+00 -3.130318e+01
## 771 772 773 774 775
## -1.491930e+01 -1.621232e+01 -1.698358e+01 -1.991717e+00 3.317991e+01
## 776 777 778 779 780
## 9.607443e+00 -3.941290e+01 3.476436e+01 -1.084020e+01 3.478416e+00
## 781 782 783 784 785
## 7.871984e+00 -4.485752e+01 4.244935e+01 2.935081e+01 -1.617710e+01
## 786 787 788 789 790
## 1.288241e+01 4.389304e+01 2.117145e+01 -1.200134e+01 -2.457990e+01
## 791 792 793 794 795
## -1.164924e+01 -1.230826e+01 -3.251248e+01 1.576583e+01 2.704618e+01
## 796 797 798 799 800
## 2.741749e+01 3.345894e+01 1.620110e+01 1.136727e+01 1.843183e+01
## 801 802 803 804 805
## 1.369076e+00 1.275279e+01 3.116060e+01 1.892327e+01 -2.267750e+01
## 806 807 808 809 810
## 9.595140e+00 -3.320782e+01 2.872837e+01 -1.421612e+01 -4.687637e+00
## 811 812 813 814 815
## -6.404790e+01 3.683634e+01 2.119817e+01 1.613050e+01 6.053827e+00
## 816 817 818 819 820
## 6.424696e+00 1.528190e+00 1.956865e+01 -1.688677e+01 1.961835e+01
## 821 822 823 824 825
## -1.996807e+01 -1.792712e+01 -9.687282e+00 1.445731e+01 -2.513935e+01
## 826 827 828 829 830
## -2.836040e+01 -3.192237e+01 -4.735892e+00 3.103045e+01 2.216377e+01
## 831 832 833 834 835
## 3.794588e+01 -3.930820e-01 3.334336e-01 4.178671e+01 7.447773e+00
## 836 837 838 839 840
## -1.384286e+01 2.925824e+00 2.010048e+01 1.672438e+01 2.641907e+01
## 841 842 843 844 845
## 6.308084e+00 1.113053e+01 1.791992e+01 -1.248836e+01 3.956411e+01
## 846 847 848 849 850
## 4.388936e+01 -2.625345e+01 -2.590083e-01 8.060392e+00 -3.831515e+01
## 851 852 853 854 855
## 1.284875e+01 1.885896e+01 -5.053215e+00 -5.020005e+01 1.028256e+00
## 856 857 858 859 860
## -4.123826e+01 2.743045e+01 -7.687426e-01 5.753393e+01 7.765945e+00
## 861 862 863 864 865
## 2.063799e+01 -1.047834e+01 1.840895e+01 3.138294e+01 -2.386981e+01
## 866 867 868 869 870
## 7.021785e+00 -2.708932e+01 2.556474e+01 2.121542e+01 4.674098e+00
## 871 872 873 874 875
## 1.653306e+01 2.206934e+01 -2.057119e+01 3.337168e+01 2.047534e+01
## 876 877 878 879 880
## -9.367577e+00 -2.054062e+01 -1.997876e+01 1.670757e+01 1.342289e+01
## 881 882 883 884 885
## -1.579690e+01 1.161049e+01 1.925338e+00 -8.113895e+00 -9.759482e+00
## 886 887 888 889 890
## -3.330783e+01 4.160440e-01 -3.376938e+01 2.501671e+00 -2.801845e+01
## 891 892 893 894 895
## -2.253476e+01 2.570023e+01 -8.107329e+00 -2.080003e-01 -1.932290e+01
## 896 897 898 899 900
## 5.292789e+00 -9.470473e+00 -1.675056e+01 -5.678440e+01 -3.015977e+01
## 901 902 903 904 905
## -6.427539e+00 -1.693334e+01 6.177512e+00 -3.304590e-01 -3.682644e+01
## 906 907 908 909 910
## -2.031187e+00 2.208209e+01 2.679293e+01 -2.686042e-01 -2.971059e+01
## 911 912 913 914 915
## 7.156681e-01 1.551170e+01 -1.256044e+00 -1.366032e-02 -6.241326e+00
## 916 917 918 919 920
## 4.077700e+01 5.902232e-01 -2.053759e+01 -8.392642e+00 1.697419e+01
## 921 922 923 924 925
## 2.958431e+01 3.815992e+00 -9.506220e+00 1.979362e+01 -3.030243e+01
## 926 927 928 929 930
## 1.107605e+00 -8.707025e+00 7.789215e+00 -4.974644e+01 4.040578e+00
## 931 932 933 934 935
## -3.339772e+01 -3.662399e+01 7.073434e+00 6.875076e+00 1.305091e+00
## 936 937 938 939 940
## 3.812681e+00 -1.050264e+01 -5.313993e+00 5.315477e+01 1.094579e+01
## 941 942 943 944 945
## 3.139873e+01 1.321140e+01 8.186717e+00 3.052765e+00 -4.669749e+01
## 946 947 948 949 950
## 3.323172e+01 -5.816832e+00 -4.182057e+00 2.359254e+01 -1.812421e+01
## 951 952 953 954 955
## -5.517826e+00 3.725976e+01 2.291820e+01 -3.371773e+01 1.763249e+01
## 956 957 958 959 960
## 7.137090e+00 1.263077e+01 1.552249e+01 2.926892e+01 -3.827871e+01
## 961 962 963 964 965
## -6.460953e+00 -7.344007e+00 1.407847e+01 -6.991575e+00 1.541922e+01
## 966 967 968 969 970
## 5.448941e+00 -1.270857e+01 2.914496e+01 5.530717e+00 -4.774813e+00
## 971 972 973 974 975
## 3.967430e-01 3.383834e+01 1.298349e+01 4.416000e+01 -2.258559e+01
## 976 977 978 979 980
## 1.937597e+01 -1.502090e+00 -6.632677e+00 9.246250e+00 -1.350281e+01
## 981 982 983 984 985
## -3.906979e+00 1.758451e+01 2.068474e+01 4.692468e-01 4.282778e+01
## 986 987 988 989 990
## 1.636015e+01 2.533568e+00 8.574825e+00 -4.877273e+00 1.275957e+00
## 991 992 993 994 995
## -2.969676e+01 -2.696596e+00 3.354912e+01 3.334216e+01 -1.581434e+00
## 996 997 998 999 1000
## 5.038428e+00 -2.922574e+01 3.595303e+01 8.711836e+00 4.049036e+01
## 1001 1002 1003 1004 1005
## -1.314798e+01 1.446258e+01 1.523978e+01 -8.181842e+00 3.282388e+01
## 1006 1007 1008 1009 1010
## 4.242632e+01 -1.952441e+01 3.544972e+01 -1.313200e+01 3.652767e-01
## 1011 1012 1013 1014 1015
## -6.183423e+00 1.606457e+00 -1.738332e+01 3.450240e+01 -1.748822e+01
## 1016 1017 1018 1019 1020
## 1.349630e+01 2.386477e+01 2.125902e+01 2.239632e+01 -2.139700e+01
## 1021 1022 1023 1024 1025
## -3.070030e+01 4.475415e+01 9.394549e+00 3.038991e+01 4.508443e+01
## 1026 1027 1028 1029 1030
## -1.801779e+01 -2.333280e+01 3.762577e+01 -2.694606e+01 -1.961826e+01
## 1031 1032 1033 1034 1035
## 3.189859e+01 -3.652724e+01 -2.890765e+01 1.932977e+00 1.940451e+01
## 1036 1037 1038 1039 1040
## 1.965641e+01 -3.848739e+01 -7.873338e+00 -3.566484e+00 -5.046649e+01
## 1041 1042 1043 1044 1045
## 1.192700e+01 5.276051e+00 3.251286e+01 5.799857e+01 7.898823e+00
## 1046 1047 1048 1049 1050
## 4.115962e+01 2.145687e+00 1.277584e+01 2.849882e+01 8.239635e+00
## 1051 1052 1053 1054 1055
## -4.794751e+01 6.582109e+00 2.595800e+01 9.617350e+00 -1.392426e+01
## 1056 1057 1058 1059 1060
## 8.735313e+00 -3.044856e+01 4.188462e+01 -4.401935e+00 1.128383e+00
## 1061 1062 1063 1064 1065
## 2.142682e+01 -1.268947e+01 1.279984e+01 -2.463965e+01 -2.530594e+01
## 1066 1067 1068 1069 1070
## 2.627460e+01 -3.585812e+01 2.047402e+01 -3.402981e+01 1.942447e+00
## 1071 1072 1073 1074 1075
## -4.159559e+00 2.043654e+01 -2.242808e+01 -2.778127e+01 4.176292e+01
## 1076 1077 1078 1079 1080
## 2.741712e+01 7.231839e+00 -4.331212e+01 1.348347e+01 7.398557e+00
## 1081 1082 1083 1084 1085
## 1.645717e+01 -1.828841e+01 3.374342e+01 -6.951345e-01 -2.838538e+01
## 1086 1087 1088 1089 1090
## -5.960263e+00 -4.034326e+00 2.505296e+00 4.187794e+01 2.110659e+00
## 1091 1092 1093 1094 1095
## 3.421589e+01 3.582297e+00 7.971640e+00 -2.588073e+00 2.201024e+01
## 1096 1097 1098 1099 1100
## 1.196875e+01 -5.015671e+01 -1.744472e+01 -6.559663e+00 -3.960334e+01
## 1101 1102 1103 1104 1105
## 1.491706e+01 -2.531317e+01 -1.418856e+01 3.294178e+01 1.584474e+01
## 1106 1107 1108 1109 1110
## -3.301356e+01 -2.880652e+01 4.022129e+01 -4.897435e+01 1.787955e+01
## 1111 1112 1113 1114 1115
## 8.082483e+00 2.879229e+01 2.105749e+00 -3.899774e+01 -2.511797e+01
## 1116 1117 1118 1119 1120
## -9.362678e+00 1.657328e+01 -1.603934e+01 -5.417032e+00 -1.196493e+01
## 1121 1122 1123 1124 1125
## 7.310360e+00 -3.825235e+01 2.526885e+01 -3.619115e+00 -1.161682e+01
## 1126 1127 1128 1129 1130
## -4.546796e+01 8.286151e+00 -4.019964e+01 3.577537e+01 2.744687e+01
## 1131 1132 1133 1134 1135
## -3.079630e+01 5.939785e+01 -7.614257e+00 -1.442705e+01 2.415955e+01
## 1136 1137 1138 1139 1140
## 9.678067e+00 -6.756182e+00 -4.364266e+01 -5.957052e+01 2.570593e+01
## 1141 1142 1143 1144 1145
## 3.106278e-01 -2.936864e+01 1.097781e+01 -4.663751e+01 1.125098e+01
## 1146 1147 1148 1149 1150
## 4.540683e+00 -2.343536e+01 -1.211562e+01 8.074377e+00 -1.910077e+01
## 1151 1152 1153 1154 1155
## 2.571254e+01 2.805407e+01 -1.055663e+01 -9.061993e+00 -1.478614e+01
## 1156 1157 1158 1159 1160
## -3.045654e+01 -4.930933e+00 8.944030e+00 -2.674489e+01 -3.218684e+00
## 1161 1162 1163 1164 1165
## 3.234012e+00 -3.800494e+01 -2.318141e+01 -7.747286e-01 -1.050096e+01
## 1166 1167 1168 1169 1170
## 2.122715e+01 -1.260106e+01 -1.257218e+01 2.084128e+01 -1.534892e+01
## 1171 1172 1173 1174 1175
## -1.369567e+01 -7.207283e+00 1.638454e+01 1.212359e+01 -3.142090e+01
## 1176 1177 1178 1179 1180
## -3.194172e+01 2.610726e+01 -4.176461e-02 -1.668530e+01 1.613701e+01
## 1181 1182 1183 1184 1185
## -2.164451e+00 -3.386339e+01 4.047948e+01 -8.232231e+00 5.678037e+00
## 1186 1187 1188 1189 1190
## 1.755841e+01 -6.742395e+01 -3.284711e+01 3.090236e+01 -1.632409e+01
## 1191 1192 1193 1194 1195
## 1.533596e+01 -2.073625e+01 5.256555e+01 -3.746155e+01 -5.026188e+00
## 1196 1197 1198 1199 1200
## -1.400203e+00 1.514819e+01 2.585774e+01 -1.507274e+00 -3.746463e+00
## 1201 1202 1203 1204 1205
## 1.325651e+01 3.113636e+00 -1.652307e+01 -1.616239e+01 8.262873e-01
## 1206 1207 1208 1209 1210
## 5.750990e+01 -6.024859e+01 2.321376e+01 -3.910034e+01 -1.765072e+01
## 1211 1212 1213 1214 1215
## -1.078377e+01 -1.641220e+01 2.873468e+01 -1.751284e+01 2.681192e+01
## 1216 1217 1218 1219 1220
## -3.904012e+01 -2.614295e+00 -1.632611e+00 9.449806e+00 -1.960076e+01
## 1221 1222 1223 1224 1225
## 1.545494e+01 -2.956920e+01 8.360716e+00 -1.113732e+01 5.111012e-01
## 1226 1227 1228 1229 1230
## 2.162582e+01 3.528798e+01 -9.421010e+00 -1.088560e+01 -2.023982e+01
## 1231 1232 1233 1234 1235
## 1.721569e+01 -4.314622e+01 -3.755148e+00 -1.580397e+00 -2.307356e+01
## 1236 1237 1238 1239 1240
## -9.608067e+00 -2.043722e+01 -1.557322e+01 4.663696e+00 1.522811e+01
## 1241 1242 1243 1244 1245
## -6.443216e+00 -3.997107e+00 1.963929e+01 -2.554934e+01 -3.880338e+01
## 1246 1247 1248 1249 1250
## -1.152559e+01 -2.604861e+01 1.725696e+01 -4.066073e+00 -1.372666e+01
## 1251 1252 1253 1254 1255
## -3.201509e+00 4.875781e+01 1.511002e+00 -6.207374e-01 -1.839603e+01
## 1256 1257 1258 1259 1260
## 1.206125e+01 -1.069686e+01 -3.363834e+01 1.655452e+00 -3.450280e+01
## 1261 1262 1263 1264 1265
## 1.078436e+01 -3.512633e+00 -2.057669e+01 3.018719e+01 1.135627e-01
## 1266 1267 1268 1269 1270
## -1.556308e+01 5.845468e+00 1.714732e+01 -2.935537e+01 -4.518222e+00
## 1271 1272 1273 1274 1275
## -1.849930e+01 5.492316e+01 1.987308e+01 2.918399e+00 2.275779e+01
## 1276 1277 1278 1279 1280
## -2.164691e+01 1.024638e+01 1.908850e+01 -1.740320e+01 9.008250e+00
## 1281 1282 1283 1284 1285
## -1.185887e+00 -3.716233e+01 -5.342217e-01 -1.765857e+01 -2.140002e+00
## 1286 1287 1288 1289 1290
## -2.081753e+01 -4.751974e+01 9.375223e+00 1.119525e+01 -3.988077e+01
## 1291 1292 1293 1294 1295
## 1.712375e+01 -3.423794e+01 -2.002823e+01 -1.661508e+01 -8.038871e+00
## 1296 1297 1298 1299 1300
## -1.804633e+01 -2.884203e+01 3.766646e+00 6.613119e+00 1.321838e+01
## 1301 1302 1303 1304 1305
## -3.364732e+00 -4.489101e+01 5.014327e+01 1.911753e+01 7.584300e-01
## 1306 1307 1308 1309 1310
## -5.032095e+00 3.294542e+01 -4.115588e+01 -1.815729e+01 -2.175458e+01
## 1311 1312 1313 1314 1315
## -1.617623e+01 -7.230332e+00 -1.012546e+01 -3.687980e+00 -3.844498e+01
## 1316 1317 1318 1319 1320
## -7.603089e-01 -2.904651e+00 -2.841341e+00 3.024186e+01 2.607160e+01
## 1321 1322 1323 1324 1325
## 2.451948e+01 3.146729e+01 4.404021e+01 -1.124286e-01 -2.459212e+01
## 1326 1327 1328 1329 1330
## -2.527141e+01 7.445899e+00 -4.375933e+01 2.917370e+01 -6.928749e+00
## 1331 1332 1333 1334 1335
## 1.108945e+01 -1.326366e+01 1.936425e+01 -4.572863e+01 -1.355512e+01
## 1336 1337 1338 1339 1340
## -1.351763e+01 1.837421e+00 -8.925759e+00 -3.195604e+01 2.108222e+01
## 1341 1342 1343 1344 1345
## -2.347072e+01 1.495807e+00 5.479141e+00 9.839573e+00 -1.030766e+01
## 1346 1347 1348 1349 1350
## 3.827595e+01 -2.578938e+01 -3.766018e+01 4.073710e+00 1.299096e+01
## 1351 1352 1353 1354 1355
## -5.653877e-01 -1.435806e+01 2.070307e+01 -1.625553e+01 -1.717510e+01
## 1356 1357 1358 1359 1360
## -2.556900e+01 1.558040e+01 4.802066e+00 6.157663e+00 -2.863025e+01
## 1361 1362 1363 1364 1365
## 3.057813e+01 -2.386144e+01 -1.593138e+01 -1.592898e+01 -3.382010e+01
## 1366 1367 1368 1369 1370
## 7.250546e+00 4.696642e+01 2.070538e+00 3.337434e+01 4.581880e+00
## 1371 1372 1373 1374 1375
## -4.091293e+00 2.233410e+01 -6.044436e+00 2.822859e+01 1.419495e+01
## 1376 1377 1378 1379 1380
## -2.192393e+01 8.003062e+00 1.436210e+01 1.491333e+01 3.025147e+00
## 1381 1382 1383 1384 1385
## 7.578378e+00 -2.386978e+01 -2.785347e+01 -3.033313e+01 -1.604323e+01
## 1386 1387 1388 1389 1390
## 9.119486e+00 -1.149652e+01 2.204481e+00 -7.886308e+00 -3.646075e+01
## 1391 1392 1393 1394 1395
## 4.206849e+00 1.045171e+00 -4.654205e+00 6.957932e+00 -1.498964e+01
## 1396 1397 1398 1399 1400
## 5.088435e+00 1.554025e+01 -6.788770e+00 1.094210e+01 -8.573792e-01
## 1401 1402 1403 1404 1405
## 3.567922e+01 6.106883e+00 -1.481785e+01 9.409804e+00 4.859923e-01
## 1406 1407 1408 1409 1410
## 1.732862e+01 1.602047e+01 3.919554e+00 -1.747685e+01 1.029050e+01
## 1411 1412 1413 1414 1415
## 1.531832e+01 2.441187e+01 1.283508e+00 -1.507624e+01 1.934070e+01
## 1416 1417 1418 1419 1420
## 3.264994e+00 -4.004237e+01 -1.383501e+01 -1.383800e+01 1.660116e+01
## 1421 1422 1423 1424 1425
## -1.503884e+01 -1.298157e+00 -1.485528e+01 -3.721251e+01 1.798767e+01
## 1426 1427 1428 1429 1430
## -2.186445e+01 -3.251488e+00 -2.158025e+01 -2.923487e+01 3.779786e+00
## 1431 1432 1433 1434 1435
## 2.200485e+01 -1.440796e+01 -9.783950e+00 1.128149e+01 -7.012730e-01
## 1436 1437 1438 1439 1440
## -2.515524e+01 1.686119e+01 2.197678e+01 -1.855286e+01 -5.174183e+01
## 1441 1442 1443 1444 1445
## 1.251913e+01 1.351965e+00 -1.626681e+01 -2.247957e+00 -3.335837e+01
## 1446 1447 1448 1449 1450
## 3.478480e+01 8.741866e-01 -2.183231e+00 -1.090763e+01 3.895255e+01
## 1451 1452 1453 1454 1455
## 1.668667e+01 4.469984e+01 -4.366935e+00 1.800992e+00 -8.463596e+00
## 1456 1457 1458 1459 1460
## 6.019615e+00 2.016429e+01 -3.913975e+00 -3.616347e+01 -1.344874e+01
## 1461 1462 1463 1464 1465
## 2.692064e+01 5.742409e+00 3.664086e+01 -1.708699e+01 -2.805184e+01
## 1466 1467 1468 1469 1470
## 1.446052e-02 1.080407e+01 -1.950732e+01 -2.231335e+01 3.236353e+00
## 1471 1472 1473 1474 1475
## -1.110281e+01 2.343372e+01 -3.794155e+01 2.388357e+01 1.034541e+01
## 1476 1477 1478 1479 1480
## 1.721359e+01 -3.883833e+00 6.765584e+00 -7.535599e+00 2.036675e+01
## 1481 1482 1483 1484 1485
## 1.108151e+01 3.656129e+01 2.474764e+01 4.722536e+01 -4.717930e+01
## 1486 1487 1488 1489 1490
## 5.175271e+01 -1.848040e+01 -6.831335e+01 5.655077e+00 4.191204e+01
## 1491 1492 1493 1494 1495
## 1.114000e+02 5.299743e+00 -2.371909e+00 -4.745048e+01 -2.354944e+00
## 1496 1497 1498 1499 1500
## -3.079438e+01 -4.439137e+01 2.184962e+01 -1.226950e+01 2.173004e+01
## 1501 1502 1503 1504 1505
## -2.392779e+01 1.686394e+01 2.907520e+00 7.613029e+01 2.971194e+01
## 1506 1507 1508 1509 1510
## -7.290762e+00 -5.068049e+00 -3.409929e+01 -1.069126e+01 -3.356357e+01
## 1511 1512 1513 1514 1515
## -3.552589e+01 -3.734072e+01 2.660573e+01 2.159087e+01 -5.573860e+01
## 1516 1517 1518 1519 1520
## -3.781961e+01 -3.675648e+01 -1.978415e+01 2.619983e+01 1.289622e+01
## 1521 1522 1523 1524 1525
## 1.819426e+01 1.613068e+01 3.647751e+01 6.452119e+01 1.181593e+01
## 1526 1527 1528 1529 1530
## -8.551015e+01 -2.285927e+01 -4.859362e+01 -1.369119e+01 -1.202726e+01
## 1531 1532 1533 1534 1535
## 1.223959e+00 6.676105e+00 6.558360e+01 2.084280e+01 6.886490e+00
## 1536 1537 1538 1539 1540
## 9.439680e+01 -9.112262e+01 3.460705e+00 4.179165e+00 -4.853991e+01
## 1541 1542 1543 1544 1545
## -1.124108e+01 4.099113e+00 -9.948796e+01 3.444260e+01 9.488011e+00
## 1546 1547 1548 1549 1550
## -3.990511e+01 -2.492461e+01 6.209329e+00 -1.340803e+00 -2.350550e+01
## 1551 1552 1553 1554 1555
## 1.305052e+01 -2.909967e+01 6.722594e+00 -1.593592e+01 2.536699e+01
## 1556 1557 1558 1559 1560
## 4.909522e+01 -3.407681e+01 3.043120e+01 -6.740174e+01 4.127919e+01
## 1561 1562 1563 1564 1565
## 2.149128e+01 -2.634894e+01 -6.404306e+00 -3.971426e+00 8.873594e+01
## 1566 1567 1568 1569 1570
## 3.631872e+01 -7.567984e+01 -8.865379e+00 3.598252e+00 2.305110e+01
## 1571 1572 1573 1574 1575
## -1.053264e+01 -9.843835e-01 3.523835e+01 -1.287900e+01 -1.509931e+01
## 1576 1577 1578 1579 1580
## 6.654854e+01 -2.698386e+01 1.516517e+01 3.517610e+01 -1.771947e+01
## 1581 1582 1583 1584 1585
## 1.685609e+00 -8.470563e+00 -7.747253e+00 2.825092e+01 -4.263407e+00
## 1586 1587 1588 1589 1590
## -3.396509e+01 -4.039672e+01 2.030069e+01 1.870974e+01 5.326015e+01
## 1591 1592 1593 1594 1595
## -1.874417e+01 -1.970423e+01 -9.485926e+00 -2.567873e+01 7.477597e+00
## 1596 1597 1598 1599 1600
## 5.327422e+00 -3.675430e+01 2.247780e+01 3.417190e+01 8.124158e+01
## 1601 1602 1603 1604 1605
## -4.127130e+01 -3.355790e+01 -3.105135e+01 5.152154e+01 -6.108025e+01
## 1606 1607 1608 1609 1610
## -4.873215e+01 -1.513089e+01 -2.363756e+00 8.714627e-01 -3.120800e+01
## 1611 1612 1613 1614 1615
## -2.975726e+01 -5.240686e+00 1.274398e+01 -4.062621e+01 -1.390626e+01
## 1616 1617 1618 1619 1620
## -2.254971e+01 9.356540e+00 1.677845e+01 -1.791524e+01 1.113751e+01
## 1621 1622 1623 1624 1625
## 1.057297e+00 -6.307925e+00 1.834092e+01 7.388366e+01 -1.854145e+01
## 1626 1627 1628 1629 1630
## 1.014286e+01 2.916519e+01 -2.011375e+01 -1.892299e+01 -5.710569e+01
## 1631 1632 1633 1634 1635
## -5.795539e+00 6.299729e+01 -3.065026e+01 -6.559619e-02 2.907731e+01
## 1636 1637 1638 1639 1640
## -4.001197e+01 3.758894e+01 -3.912463e+01 -1.254637e+01 2.187660e+01
## 1641 1642 1643 1644 1645
## -4.356374e+01 3.062531e+01 -3.748361e+01 7.019613e+01 2.790921e+01
## 1646 1647 1648 1649 1650
## 3.288913e+01 5.129913e+01 1.155184e+01 1.838239e+01 -9.537081e+01
## 1651 1652 1653 1654 1655
## -8.022813e+01 -3.301410e+01 3.904256e+01 -5.730190e+00 1.101541e+01
## 1656 1657 1658 1659 1660
## -7.401082e+00 2.569243e+01 -9.463341e-01 1.870395e+01 -5.128139e+01
## 1661 1662 1663 1664 1665
## -7.095251e+01 1.243070e+01 3.019959e+01 9.938717e+00 1.640210e+01
## 1666 1667 1668 1669 1670
## 2.652939e+01 1.776329e+01 4.064719e+01 -4.864246e+01 7.524807e+01
## 1671 1672 1673 1674 1675
## -2.169242e+01 -4.589545e+01 -5.936582e+01 5.342395e+01 -1.868179e+01
## 1676 1677 1678 1679 1680
## -3.398794e+00 -3.094017e+01 -2.796216e+01 -3.948771e+01 4.033998e+01
## 1681 1682 1683 1684 1685
## -5.687585e-01 2.558339e+01 -4.830834e+01 4.391887e+01 4.091032e+01
## 1686 1687 1688 1689 1690
## 5.406154e+01 -1.018875e+01 -2.176852e+01 2.557672e+01 1.654509e+01
## 1691 1692 1693 1694 1695
## 1.346873e+01 -2.444589e+01 -4.150536e+01 -4.120491e+01 4.545874e+01
## 1696 1697 1698 1699 1700
## -3.081745e+01 9.564903e+00 -3.253838e+01 -3.483275e+01 6.937967e+01
## 1701 1702 1703 1704 1705
## 2.550685e+01 2.975369e+01 -7.363642e+01 6.054559e+01 -1.577470e+01
## 1706 1707 1708 1709 1710
## 2.211194e+01 -1.839807e+01 -6.875647e+00 -5.840765e+01 3.654296e+00
## 1711 1712 1713 1714 1715
## -6.875678e+00 1.213966e+01 -9.952723e+00 -2.041066e+01 -2.191087e+01
## 1716 1717 1718 1719 1720
## -3.204334e+00 5.071137e+01 -3.862293e+01 -2.097522e+01 -8.292956e+00
## 1721 1722 1723 1724 1725
## 2.336479e+01 6.224024e+00 1.057635e+01 4.350683e+01 -6.087188e+00
## 1726 1727 1728 1729 1730
## 8.099286e+01 -3.099584e+01 6.103863e+01 -2.767991e+01 4.008340e+01
## 1731 1732 1733 1734 1735
## -2.154087e+01 -3.400382e+01 1.811189e+00 -7.535852e+00 -5.527566e+00
## 1736 1737 1738 1739 1740
## 4.704301e+01 2.287737e+01 1.101620e+01 -3.137145e-01 -1.154092e+01
## 1741 1742 1743 1744 1745
## 2.153622e+01 -1.749367e+01 -1.304722e+01 -8.799983e+01 2.280607e+01
## 1746 1747 1748 1749 1750
## 6.578734e+00 -3.100595e+01 7.937897e+01 -2.859347e+01 -3.859449e+01
## 1751 1752 1753 1754 1755
## -1.295622e+01 4.130957e+01 -2.451359e+01 1.819715e+01 3.615343e+01
## 1756 1757 1758 1759 1760
## -5.015338e+00 -1.432898e+01 6.232827e+01 4.603891e+01 -1.888976e+01
## 1761 1762 1763 1764 1765
## 4.564320e+01 1.207317e+01 -3.810554e+00 -4.683489e+01 2.540327e+01
## 1766 1767 1768 1769 1770
## -6.983489e+01 -7.201432e+01 7.173282e+01 2.255418e+01 -6.424013e+01
## 1771 1772 1773 1774 1775
## 3.473778e+00 7.540473e+01 -3.734012e+01 -6.634669e+01 5.382455e+00
## 1776 1777 1778 1779 1780
## -2.758727e+01 -2.619055e+01 8.113962e+01 -4.650337e+00 1.059851e+01
## 1781 1782 1783 1784 1785
## -5.252176e+00 1.460840e+01 1.336570e+01 -4.632888e+01 -2.335804e+01
## 1786 1787 1788 1789 1790
## -1.776108e+01 -2.472289e+01 -1.152133e+01 -2.729622e+01 6.153160e+01
## 1791 1792 1793 1794 1795
## 7.710615e+01 -3.131936e+01 3.281317e+01 -2.503990e+01 -4.495537e+01
## 1796 1797 1798 1799 1800
## -2.757949e+01 2.577169e+01 -3.984378e+01 3.780021e+01 -3.292369e+01
## 1801 1802 1803 1804 1805
## -1.852897e+01 -1.240399e+01 5.580726e+01 -5.886118e+01 -3.710501e+01
## 1806 1807 1808 1809 1810
## -3.074902e+00 -2.177918e+01 2.467167e+01 -3.047573e+01 1.934626e+01
## 1811 1812 1813 1814 1815
## 3.422282e+01 5.025385e+01 -9.135444e-01 -1.423300e+01 -4.802477e+01
## 1816 1817 1818 1819 1820
## -7.559484e+01 -1.028382e+01 3.122322e+01 -2.147052e+00 1.664599e+01
## 1821 1822 1823 1824 1825
## 8.599355e+00 -1.039928e+01 -2.985429e+01 -1.440265e+01 5.653860e+00
## 1826 1827 1828 1829 1830
## 2.442634e+01 7.701956e+01 -2.316226e+01 2.294981e+01 -8.018029e+01
## 1831 1832 1833 1834 1835
## 6.045077e+01 -5.896328e+01 3.932058e+01 4.049859e+01 -4.753793e+01
## 1836 1837 1838 1839 1840
## 4.851662e+01 -5.971608e+01 2.077267e+01 5.579863e+01 5.151650e+01
## 1841 1842 1843 1844 1845
## 4.275323e+01 -4.425421e+01 -3.636398e+01 -3.446310e+00 5.481095e+01
## 1846 1847 1848 1849 1850
## 5.156576e+00 -2.632550e+01 9.289864e+00 -4.475204e+01 3.937241e+01
## 1851 1852 1853 1854 1855
## 6.047653e+01 -1.867013e+01 -3.148567e+01 -3.688409e+01 4.468853e+01
## 1856 1857 1858 1859 1860
## -1.043372e+01 3.424299e+01 4.662992e+00 -7.674475e+01 -7.819655e+01
## 1861 1862 1863 1864 1865
## 4.076229e+01 1.156605e+01 -3.291410e+01 -6.992108e+01 3.649843e+01
## 1866 1867 1868 1869 1870
## 2.095911e+01 -1.183981e+01 -2.607570e+01 -8.357502e+01 -1.748696e+01
## 1871 1872 1873 1874 1875
## 2.160278e+01 2.196503e+01 -4.484060e+01 -2.827676e+01 1.978416e+01
## 1876 1877 1878 1879 1880
## 4.659347e+01 -1.684659e+01 7.207019e+00 3.762344e+00 1.899976e+01
## 1881 1882 1883 1884 1885
## -1.026617e+01 -3.350181e+01 2.210711e+01 2.790885e+01 -2.308491e+01
## 1886 1887 1888 1889 1890
## -3.065241e+01 -3.553868e+00 -7.228974e+00 -2.313317e+01 -2.282953e+01
## 1891 1892 1893 1894 1895
## 7.843524e+01 -2.354518e+01 -7.480814e+00 4.925344e+01 2.796143e+00
## 1896 1897 1898 1899 1900
## 1.806438e+01 3.157377e+01 -6.112834e+01 -5.993386e+01 1.809776e+01
## 1901 1902 1903 1904 1905
## 1.379608e+01 8.149292e+00 -1.276389e+01 4.393491e+01 -1.757463e+01
## 1906 1907 1908 1909 1910
## -1.395071e+01 -1.929197e+00 3.957688e+01 -6.450934e+01 1.208318e+00
## 1911 1912 1913 1914 1915
## -4.942078e+01 -2.020340e-01 1.199117e+01 3.352009e+01 -1.397545e+01
## 1916 1917 1918 1919 1920
## -8.399688e+00 6.044473e+01 -2.581417e+01 -4.128789e+01 4.668316e+01
## 1921 1922 1923 1924 1925
## 2.616852e+01 3.929709e+01 2.742687e+01 2.001284e+01 2.737787e+01
## 1926 1927 1928 1929 1930
## -4.417061e+00 -1.449175e+01 -1.596403e+01 7.517956e+00 1.170034e+01
## 1931 1932 1933 1934 1935
## 2.302617e+01 -1.748483e+01 1.675222e+01 -4.050032e+00 -1.231314e+01
## 1936 1937 1938 1939 1940
## -2.391052e+01 -3.231377e+01 -3.692783e+01 1.255726e+01 -1.578011e+01
## 1941 1942 1943 1944 1945
## 2.928070e+00 -8.524913e+00 -2.485117e+01 4.489580e+01 -4.605522e+01
## 1946 1947 1948 1949 1950
## 2.919042e+00 1.818055e+01 -3.912718e+01 3.723984e+01 -1.436607e+01
## 1951 1952 1953 1954 1955
## -1.898106e+01 -1.916010e+01 -2.923457e+01 -4.790756e+01 -2.959141e+01
## 1956 1957 1958 1959 1960
## 3.374551e+01 2.270687e+01 -4.016672e+01 3.653708e+00 -2.989751e+01
## 1961 1962 1963 1964 1965
## 3.443586e+01 8.971074e+00 -3.149364e+01 -2.158240e+01 5.165453e+01
## 1966 1967 1968 1969 1970
## 1.077332e+00 -1.215099e+01 -5.423373e+01 1.454176e+01 3.669388e+01
## 1971 1972 1973 1974 1975
## -9.029779e+00 -1.155004e+01 -5.894312e+01 1.143723e+00 -4.660421e+00
## 1976 1977 1978 1979 1980
## 2.677890e+01 6.349276e+00 1.059031e+01 1.027359e+01 -4.596865e+01
## 1981 1982 1983 1984 1985
## 2.213304e+01 1.306593e+01 -6.638237e+01 1.827037e+00 -2.461665e+00
## 1986 1987 1988 1989 1990
## -7.561549e+00 -3.535350e+01 -4.313806e+01 9.012608e+00 8.320736e+01
## 1991 1992 1993 1994 1995
## 5.503611e+01 -1.542388e+01 -6.879122e+01 3.674410e+01 2.690045e+01
## 1996 1997 1998 1999 2000
## 1.316296e+01 1.392433e+01 1.979531e+01 1.685269e+01 3.311693e+01
## 2001 2002 2003 2004 2005
## 6.017000e-01 -3.021307e+01 2.373361e+01 2.918991e+01 4.029606e+01
## 2006 2007 2008 2009 2010
## 2.962537e+00 1.692040e+01 -1.620393e+01 -2.684694e+01 -8.856766e+00
## 2011 2012 2013 2014 2015
## 4.330668e+01 3.668207e+01 8.976875e+01 -1.809707e+00 -5.002581e+01
## 2016 2017 2018 2019 2020
## 2.628351e+01 2.727050e+00 2.374070e+01 4.307453e+01 -4.533539e+01
## 2021 2022 2023 2024 2025
## 1.697111e+01 -3.470281e+01 -1.941469e+01 5.962558e+00 2.929908e+01
## 2026 2027 2028 2029 2030
## 3.195423e+01 1.099376e+00 -1.781310e+01 6.919265e+00 2.558337e+01
## 2031 2032 2033 2034 2035
## 1.631829e+01 -4.148807e+01 -4.786058e+01 3.975589e+01 3.524649e+01
## 2036 2037 2038 2039 2040
## -1.329383e+01 -2.909734e+01 1.780556e+01 -3.755848e+01 -7.173275e+01
## 2041 2042 2043 2044 2045
## 5.836767e+01 -1.536946e+01 7.391103e+00 -4.403558e+00 -8.877846e+01
## 2046 2047 2048 2049 2050
## -1.635878e+01 -3.870169e+01 6.217129e-01 2.710715e+01 2.429918e+01
## 2051 2052 2053 2054 2055
## -4.182288e-01 -9.814174e+00 2.576892e+01 1.409904e+01 -2.022485e+01
## 2056 2057 2058 2059 2060
## -2.826071e+01 -2.718057e+01 4.345162e+01 -1.845562e+01 5.071629e+00
## 2061 2062 2063 2064 2065
## -1.232653e+00 3.874552e+01 -8.192320e+00 -1.179821e+01 5.079437e+00
## 2066 2067 2068 2069 2070
## -1.177136e+01 7.363764e-01 6.381286e+01 2.712343e+01 -1.797020e+01
## 2071 2072 2073 2074 2075
## -4.624776e+00 -8.827342e+00 -1.010965e+01 2.870154e+01 4.624573e+01
## 2076 2077 2078 2079 2080
## 3.965878e+01 -6.893490e+01 -4.483552e+01 -2.507416e+00 4.093574e+01
## 2081 2082 2083 2084 2085
## -5.282529e+01 -5.546211e-01 5.317363e+01 1.132540e+01 -5.699697e+01
## 2086 2087 2088 2089 2090
## 1.265446e+01 -6.780197e+00 -1.522088e+01 -3.313468e+00 1.354165e+01
## 2091 2092 2093 2094 2095
## -4.420618e+00 2.773814e+01 2.483602e+01 1.732120e+01 -1.234807e+01
## 2096 2097 2098 2099 2100
## 3.391155e+01 -4.166746e-01 -8.529891e-01 -5.143199e+01 -1.428148e+01
## 2101 2102 2103 2104 2105
## -1.376734e+01 -5.940494e+01 -3.959676e+01 -3.449227e+01 -3.099765e+01
## 2106 2107 2108 2109 2110
## 1.115909e+01 3.858047e+01 -4.428159e+01 -4.940917e+01 -1.803163e+01
## 2111 2112 2113 2114 2115
## -5.620458e+01 3.416865e+00 1.638813e+00 -1.450280e+01 -6.918374e+00
## 2116 2117 2118 2119 2120
## 1.602662e+01 2.118114e+01 1.767067e+01 -5.186429e+01 -5.096542e+01
## 2121 2122 2123 2124 2125
## 2.429328e+01 1.972313e+01 1.710255e+01 -3.662062e+01 7.148716e-01
## 2126 2127 2128 2129 2130
## 1.244049e+01 1.787921e+01 1.619762e+01 3.471056e+01 4.246925e+00
## 2131 2132 2133 2134 2135
## 3.153612e+01 3.087650e+01 -4.490324e+00 -2.315501e+01 6.891761e+00
## 2136 2137 2138 2139 2140
## -1.387116e+01 4.985382e+01 -1.135244e+00 9.179277e+00 -3.249237e+01
## 2141 2142 2143 2144 2145
## 3.173119e+01 3.931255e+00 2.566219e+01 2.527141e+01 4.101553e+01
## 2146 2147 2148 2149 2150
## -1.061052e+01 5.200262e+00 4.162741e-01 -1.715159e+01 4.152046e+01
## 2151 2152 2153 2154 2155
## -1.787085e+01 -3.378313e+01 -4.948445e+01 -3.952921e+01 1.299540e+01
## 2156 2157 2158 2159 2160
## 2.440063e+01 -1.116857e+01 4.411831e+01 2.167681e+01 -3.883875e+01
## 2161 2162 2163 2164 2165
## 1.187917e+01 -1.396461e+01 1.708516e+01 2.075272e+01 9.009793e+00
## 2166 2167 2168 2169 2170
## -1.202056e+01 -9.706736e+00 -1.765504e+01 -3.347579e+01 6.170195e+01
## 2171 2172 2173 2174 2175
## -3.339453e+01 1.888278e+01 -4.946018e+01 8.646301e+00 2.803089e+01
## 2176 2177 2178 2179 2180
## -1.342447e+00 6.267995e+01 -2.753607e+01 -2.354300e+01 4.051515e+01
## 2181 2182 2183 2184 2185
## -2.684067e+01 -2.617352e-03 -2.310562e+00 -1.072764e+01 -7.174006e+00
## 2186 2187 2188 2189 2190
## 8.395451e+00 9.519252e+00 8.154122e+00 -6.287049e+01 -4.900160e+01
## 2191 2192 2193 2194 2195
## 2.129239e+00 -2.885165e+00 -4.905472e+01 -2.295720e+00 8.131877e+00
## 2196 2197 2198 2199 2200
## -2.893370e+01 3.188560e+01 -2.515886e+01 2.952956e+01 3.343155e+01
## 2201 2202 2203 2204 2205
## -7.998895e+00 -1.061909e+01 -5.308878e+00 3.606533e+00 2.675353e+01
## 2206 2207 2208 2209 2210
## -4.006582e+01 2.981528e+01 4.526864e+00 -3.943350e+01 1.920306e+01
## 2211 2212 2213 2214 2215
## -6.700612e+01 -1.071822e+01 8.283423e+01 5.254293e+01 1.231905e+01
## 2216 2217 2218 2219 2220
## -5.359610e+00 -6.431794e+01 -1.561476e+01 -8.515646e+00 1.465086e+01
## 2221 2222 2223 2224 2225
## 4.730355e+01 -1.038438e+01 9.662718e+00 4.331594e+01 -9.389980e+00
## 2226 2227 2228 2229 2230
## -4.219290e+01 9.753975e+00 -3.620194e+01 8.405421e+00 -3.285141e+01
## 2231 2232 2233 2234 2235
## 6.937993e+01 4.213921e+01 3.856511e+01 -1.578055e-01 4.928953e+00
## 2236 2237 2238 2239 2240
## -1.878938e+01 6.951171e+01 -1.568066e+01 2.968657e+00 -3.121798e+00
## 2241 2242 2243 2244 2245
## 3.161516e+01 -2.739063e+01 -2.585041e+01 9.333999e+00 -7.418207e+00
## 2246 2247 2248 2249 2250
## -6.240785e+01 3.167982e+01 5.930420e+01 2.896454e+00 -7.754792e+01
## 2251 2252 2253 2254 2255
## 9.688856e+00 -3.685195e+01 -1.400805e+01 -3.724260e+01 3.508397e+01
## 2256 2257 2258 2259 2260
## 1.305762e+01 2.333933e+01 2.023304e+01 8.764129e+00 1.300176e+01
## 2261 2262 2263 2264 2265
## -1.552591e+01 -7.363716e+00 3.761914e+01 -1.570506e+01 -7.021260e+01
## 2266 2267 2268 2269 2270
## 2.840898e+01 -4.205937e+00 2.127030e+00 -2.439407e+01 -1.962320e+01
## 2271 2272 2273 2274 2275
## -9.201186e-01 5.894683e+01 2.791705e+01 1.253320e+01 3.941493e+01
## 2276 2277 2278 2279 2280
## -2.809439e+01 2.754419e+01 -5.638483e+01 2.991142e+00 6.416761e+00
## 2281 2282 2283 2284 2285
## -4.336172e+00 5.172676e+00 6.155286e+01 3.349374e+01 4.023319e+01
## 2286 2287 2288 2289 2290
## 4.208793e+01 -1.338380e+01 -8.233414e+00 -1.793179e+01 2.967454e+01
## 2291 2292 2293 2294 2295
## 8.688989e+01 2.689897e+00 -2.730770e+01 -1.053201e+01 1.628971e+01
## 2296 2297 2298 2299 2300
## -2.345232e+01 -6.921657e+01 8.833242e+00 -5.827595e+01 5.036987e+01
## 2301 2302 2303 2304 2305
## -5.004523e+01 -1.528626e+01 3.473771e+01 4.717712e+00 8.219542e+00
## 2306 2307 2308 2309 2310
## -3.377791e+01 -2.779688e+01 2.581114e+01 -2.333888e+01 1.607854e+00
## 2311 2312 2313 2314 2315
## 9.246058e+00 1.594009e+00 -3.190658e+01 -5.239275e+01 -1.732178e+01
## 2316 2317 2318 2319 2320
## -1.533386e+01 1.552586e+01 2.377311e+00 -6.057679e+01 1.424556e+01
## 2321 2322 2323 2324 2325
## -8.523075e+00 -6.379021e+00 4.609633e+01 -3.027135e+01 -6.128353e+01
## 2326 2327 2328 2329 2330
## -4.257082e+01 2.087534e+01 3.142985e+01 2.060388e+01 -1.022847e+01
## 2331 2332 2333 2334 2335
## -1.435416e+01 -2.305438e+00 -2.663667e+01 1.018125e+01 -5.879917e+00
## 2336 2337 2338 2339 2340
## -4.679036e+01 2.643207e+01 -2.724351e+00 4.139208e+01 1.049547e+01
## 2341 2342 2343 2344 2345
## 2.616965e+01 -1.769441e+01 9.527664e+00 -9.593953e+01 -4.440747e+01
## 2346 2347 2348 2349 2350
## 1.940728e+01 4.585794e+01 -1.411694e+01 1.850230e+01 -4.648222e+01
## 2351 2352 2353 2354 2355
## 4.449284e+01 -7.801769e+00 5.449421e+01 1.771956e+01 -5.856632e+01
## 2356 2357 2358 2359 2360
## -1.266928e+01 -1.562726e+01 -7.860463e+00 9.810285e+00 3.769374e+01
## 2361 2362 2363 2364 2365
## 5.237983e+00 1.828130e+01 1.664938e+01 -5.724037e+01 1.042397e+01
## 2366 2367 2368 2369 2370
## 3.895842e+00 6.926115e+00 -8.140487e+00 8.532217e+00 -5.794559e+01
## 2371 2372 2373 2374 2375
## 2.938561e+01 -6.507285e+00 4.948000e+01 2.222218e+01 -1.935243e+01
## 2376 2377 2378 2379 2380
## 1.342035e+01 1.328877e+01 -1.385459e+01 -1.649615e+01 -1.749045e+01
## 2381 2382 2383 2384 2385
## -2.718318e+01 -2.575507e+01 1.788990e+01 -8.953722e+01 -5.918166e+01
## 2386 2387 2388 2389 2390
## -2.915506e+00 1.400996e+01 -5.591582e+01 -5.069432e+01 -3.433314e+01
## 2391 2392 2393 2394 2395
## -3.203981e+00 -4.423345e+01 -7.584634e+00 2.443309e+01 -1.991451e+01
## 2396 2397 2398 2399 2400
## -4.146095e+01 1.520384e+01 -4.606649e+00 -5.989062e+01 9.482988e+00
## 2401 2402 2403 2404 2405
## -8.637330e+01 5.312721e+00 4.077758e+00 -2.350345e+01 2.155929e+01
## 2406 2407 2408 2409 2410
## -1.726471e+01 3.548011e+00 -9.395720e+00 -2.375023e+01 -5.382261e+01
## 2411 2412 2413 2414 2415
## -4.021084e+00 1.311546e+01 4.367410e+01 2.287683e+01 -1.884350e+00
## 2416 2417 2418 2419 2420
## 5.060269e+01 3.322944e+01 -3.426160e+01 -7.856059e+01 -5.066674e+01
## 2421 2422 2423 2424 2425
## 7.815691e+00 1.582869e+01 1.574172e+01 1.162324e+01 -4.067089e+01
## 2426 2427 2428 2429 2430
## -9.294319e+00 2.644330e+01 1.599718e+01 6.665156e+01 6.948129e+00
## 2431 2432 2433 2434 2435
## -1.744987e+01 7.487452e+00 5.501359e+00 4.385839e+01 4.511033e+01
## 2436 2437 2438 2439 2440
## 2.392684e+01 -3.105656e+01 3.061505e+01 -5.972633e+01 -2.646551e+01
## 2441 2442 2443 2444 2445
## -1.372393e+01 1.872073e+01 7.102758e+00 7.229566e+01 -3.133833e+01
## 2446 2447 2448 2449 2450
## 1.526980e+01 -1.186079e+01 -4.491919e+01 2.928286e+01 -6.418242e+00
## 2451 2452 2453 2454 2455
## -8.618839e+00 -5.822419e+00 1.361225e+01 -1.489836e+01 -7.306130e+01
## 2456 2457 2458 2459 2460
## -2.159829e+01 -3.545600e+01 1.772878e+00 -4.555112e+01 2.229724e+01
## 2461 2462 2463 2464 2465
## 5.180781e+01 -4.991445e+01 -1.943768e+01 -2.366756e+01 -6.861522e+00
## 2466 2467 2468 2469 2470
## -1.327329e+01 -1.469014e+01 5.502572e+01 1.100303e+00 5.155525e+00
## 2471 2472 2473 2474 2475
## 1.233716e+01 7.311087e+00 1.239708e+01 -7.053318e+01 -2.884576e+01
## 2476 2477 2478 2479 2480
## -5.079278e+01 -1.657141e+01 9.226884e+00 6.361733e+01 -2.792570e+01
## 2481 2482 2483 2484 2485
## 7.073592e+01 -5.210122e+01 3.618876e+01 2.554805e+01 -2.153356e+01
## 2486 2487 2488 2489 2490
## -1.639904e+01 -7.486078e+01 5.421796e+01 2.405389e+01 1.232097e+01
## 2491 2492 2493 2494 2495
## 3.682237e+01 1.382948e+01 4.627130e+01 -3.074664e+01 -3.446586e+01
## 2496 2497 2498 2499 2500
## -1.452286e+01 -4.696719e+01 -4.333180e+00 -3.521694e+00 3.569090e+00
## 2501 2502 2503 2504 2505
## 6.242680e+00 1.687129e+01 -9.300474e+00 -6.103376e+00 -5.005642e+01
## 2506 2507 2508 2509 2510
## 2.623330e+01 2.763548e+01 -2.659636e+01 8.012290e+01 1.469363e+01
## 2511 2512 2513 2514 2515
## 3.505762e+01 2.043780e+01 8.632404e+01 6.573874e+01 -2.004195e+01
## 2516 2517 2518 2519 2520
## -4.918592e+01 -2.491445e-01 3.835661e+01 -1.200710e+00 -1.176863e+00
## 2521 2522 2523 2524 2525
## 5.922848e+01 4.801567e+01 3.361876e+01 1.063855e+01 -5.297040e+01
## 2526 2527 2528 2529 2530
## -3.039602e+01 6.782188e+00 -5.475982e+01 -1.863666e+01 -9.759830e+00
## 2531 2532 2533 2534 2535
## -1.060759e+01 1.816089e+01 2.611116e+01 -1.625066e+01 1.219480e+01
## 2536 2537 2538 2539 2540
## -1.052309e+01 5.458289e+01 -4.256845e+01 -1.919716e+01 1.425796e+00
## 2541 2542 2543 2544 2545
## -1.231448e+01 -3.746181e+01 -1.957219e+01 -1.156784e+00 1.349840e+01
## 2546 2547 2548 2549 2550
## 4.268997e+00 -5.387880e+01 -3.174387e+01 4.687320e+01 1.090404e+01
## 2551 2552 2553 2554 2555
## 2.458686e+00 2.001473e+01 4.802493e+01 6.072265e+00 5.464712e+01
## 2556 2557 2558 2559 2560
## -4.451691e+01 2.832012e+01 3.225549e+01 -1.808806e+01 -1.073703e+01
## 2561 2562 2563 2564 2565
## -1.867851e+01 2.314951e+00 3.079245e+01 -6.405529e+00 -5.613520e+00
## 2566 2567 2568 2569 2570
## 2.091961e+01 1.337684e+01 -1.133455e+01 2.068413e+01 -7.516301e+01
## 2571 2572 2573 2574 2575
## -5.374935e+01 -5.080987e+00 4.367256e+01 2.586238e+00 1.030333e+01
## 2576 2577 2578 2579 2580
## 7.828030e+00 -7.174083e+00 1.632298e+01 4.174042e+01 -1.381384e+01
## 2581 2582 2583 2584 2585
## -7.444001e+00 8.912833e+00 -4.682248e+01 3.422936e+01 2.789496e+01
## 2586 2587 2588 2589 2590
## -1.590412e+00 4.118815e+01 -1.101477e+01 -4.414702e+01 -7.741095e+00
## 2591 2592 2593 2594 2595
## -1.344903e+01 -8.123756e+00 2.518340e+01 2.929299e+01 1.078102e+00
## 2596 2597 2598 2599 2600
## 1.366049e+01 -2.297362e+01 -1.540451e+01 6.151128e+01 2.544522e+01
## 2601 2602 2603 2604 2605
## -5.854849e+00 4.737539e+01 -3.007409e+01 -1.421647e+01 5.788968e+01
## 2606 2607 2608 2609 2610
## 3.337603e+01 -8.089507e+01 3.722302e+01 4.713064e+01 -2.673359e+01
## 2611 2612 2613 2614 2615
## -1.547791e+01 -6.469091e+00 -6.539079e+01 5.652683e+01 1.610876e+01
## 2616 2617 2618 2619 2620
## -2.999187e+00 9.675891e+00 -4.775300e+00 -7.642791e+01 -4.141113e+01
## 2621 2622 2623 2624 2625
## -2.949433e+01 -3.336203e+01 -8.020089e+00 4.832207e+01 3.283726e+01
## 2626 2627 2628 2629 2630
## 2.581464e+01 2.792959e+01 2.435512e+01 -4.494506e+01 -1.543298e+01
## 2631 2632 2633 2634 2635
## 7.975505e+01 -7.704773e+01 8.757672e+01 -1.335132e+01 3.457041e+01
## 2636 2637 2638 2639 2640
## 6.076528e+01 -2.906089e+01 2.053437e+01 3.269007e+01 3.168853e+01
## 2641 2642 2643 2644 2645
## 3.339933e+01 3.128090e+01 -4.505352e+01 1.230586e+01 -5.008971e+01
## 2646 2647 2648 2649 2650
## -3.242980e+01 1.008620e+02 7.210332e+01 -8.008903e+01 -4.603466e+01
## 2651 2652 2653 2654 2655
## 4.051755e+01 -4.885787e+00 2.728689e+01 -5.354231e+00 -1.443078e+01
## 2656 2657 2658 2659 2660
## -5.612373e+01 -4.908864e+01 3.748245e+01 8.648813e+00 -5.869002e+01
## 2661 2662 2663 2664 2665
## 4.079779e+01 2.775074e+01 -2.883929e+01 -4.128544e+01 -5.102358e+00
## 2666 2667 2668 2669 2670
## 1.045279e+00 -2.718610e+01 5.119804e+01 -6.661717e+01 8.048449e+01
## 2671 2672 2673 2674 2675
## 7.851913e+01 -1.955949e+00 -1.307752e+01 -1.658851e+01 -5.853733e+00
## 2676 2677 2678 2679 2680
## 1.038716e+00 -7.171357e-01 5.571556e+01 -6.464823e+00 5.012672e+01
## 2681 2682 2683 2684 2685
## -2.856314e+01 -6.832215e+01 1.819131e+01 2.950794e+01 -5.989559e+01
## 2686 2687 2688 2689 2690
## 5.278513e+01 1.577467e+01 6.666890e+00 9.020345e+00 -6.265967e+00
## 2691 2692 2693 2694 2695
## 3.961206e+01 3.550651e+01 -4.496087e+01 -1.387557e+01 -2.259206e+01
## 2696 2697 2698 2699 2700
## -2.681668e+01 1.255352e+01 -9.251280e+00 -3.476192e+01 -5.344564e+01
## 2701 2702 2703 2704 2705
## -8.496534e+00 3.703099e+00 -4.206356e+01 1.555997e+01 4.955025e+01
## 2706 2707 2708 2709 2710
## -3.817950e+01 -1.313845e+01 -2.157688e+01 -2.031974e+01 -6.851328e+00
## 2711 2712 2713 2714 2715
## -2.559975e+01 4.194465e+01 -2.334478e+01 4.160500e+00 -4.367896e+01
## 2716 2717 2718 2719 2720
## -8.605162e+01 -1.308745e+00 3.926611e+01 -5.730576e+01 3.315823e+01
## 2721 2722 2723 2724 2725
## -4.638201e+01 -1.398151e+00 5.130584e+01 1.334057e+01 1.056392e+01
## 2726 2727 2728 2729 2730
## 2.872307e+01 4.114397e+01 -6.207916e+01 -3.668092e+01 -4.390228e+01
## 2731 2732 2733 2734 2735
## -3.547469e+01 1.382288e+01 -3.687302e+01 2.879164e+01 -4.389444e+01
## 2736 2737 2738 2739 2740
## 1.472324e+01 -5.294652e+01 -2.180803e+01 3.694476e+01 -2.004187e+01
## 2741 2742 2743 2744 2745
## 1.020838e+00 4.706264e+01 -8.531619e+01 4.455456e+01 -4.004800e+01
## 2746 2747 2748 2749 2750
## -3.646603e+01 -3.630336e+01 3.597127e+01 -4.349091e+01 -8.664253e+00
## 2751 2752 2753 2754 2755
## 3.501926e+01 -4.113788e+01 -4.177294e+01 -7.894074e+00 -2.994338e+01
## 2756 2757 2758 2759 2760
## -2.971850e+00 4.624786e+00 -1.930669e+01 -1.229340e+01 2.981218e+00
## 2761 2762 2763 2764 2765
## 1.606409e+01 -1.136972e+01 -3.719053e+01 1.206796e+01 -7.465202e+00
## 2766 2767 2768 2769 2770
## -3.486327e+01 1.782058e+00 7.956408e+00 7.033854e+01 2.583246e+01
## 2771 2772 2773 2774 2775
## -4.835970e+01 -6.065413e+00 4.925467e+01 3.811863e+01 1.970940e+01
## 2776 2777 2778 2779 2780
## -7.999850e+01 -4.293822e+01 -8.626165e+01 -3.412887e+01 2.833612e+01
## 2781 2782 2783 2784 2785
## 2.377624e+01 6.572225e+01 -5.546164e+00 1.110015e+01 -6.269212e+00
## 2786 2787 2788 2789 2790
## -1.119600e+01 5.638076e+01 -8.364815e+00 1.414088e+01 3.424089e+01
## 2791 2792 2793 2794 2795
## -1.715254e+01 1.935441e+01 2.526481e+01 -1.000132e+01 1.651478e+01
## 2796 2797 2798 2799 2800
## -2.517679e+01 8.322648e+00 -3.469105e+01 -6.019080e+01 2.045372e+01
## 2801 2802 2803 2804 2805
## 2.264760e+01 -5.182929e+01 -4.378703e+01 -2.656147e+01 -3.004730e+01
## 2806 2807 2808 2809 2810
## 3.163520e+01 -2.022633e+01 4.481044e+01 -1.462485e+01 1.169964e+01
## 2811 2812 2813 2814 2815
## 3.216814e+01 -8.310194e+01 5.392912e+01 -1.670910e+01 5.911643e+01
## 2816 2817 2818 2819 2820
## -1.520560e+01 -1.605006e+01 2.802566e-01 8.224105e+01 4.006500e+01
## 2821 2822 2823 2824 2825
## -2.723289e+01 7.119226e+01 -8.565823e+00 4.321590e+01 7.474421e+00
## 2826 2827 2828 2829 2830
## 4.118777e+01 2.983644e+01 -4.808917e+00 -2.744132e+01 4.131190e+00
## 2831 2832 2833 2834 2835
## -3.715846e-01 -4.527104e+01 3.314414e+01 2.417963e+01 8.061905e+01
## 2836 2837 2838 2839 2840
## 5.132669e+00 5.145476e+01 4.654291e+00 2.194670e+01 1.977191e+00
## 2841 2842 2843 2844 2845
## 1.578520e+01 2.785691e+01 -1.231878e+01 7.210390e+01 -1.489181e+01
## 2846 2847 2848 2849 2850
## 1.219482e+01 -1.693217e+01 1.615048e+00 -3.124245e+01 -6.061893e+01
## 2851 2852 2853 2854 2855
## -3.646803e+00 -2.072155e-01 5.720115e+00 -1.516396e+01 9.837944e+00
## 2856 2857 2858 2859 2860
## 1.550842e+01 6.454334e+01 -4.003258e+01 2.932499e+01 4.167614e+00
## 2861 2862 2863 2864 2865
## 1.950718e+00 1.214054e+02 -2.847475e+01 -1.277443e+01 6.597801e+01
## 2866 2867 2868 2869 2870
## 6.825021e+01 -1.263426e+01 1.244301e+01 -1.026423e+01 1.234133e+00
## 2871 2872 2873 2874 2875
## -1.928133e+01 -3.012038e+01 -6.505678e+00 3.381288e+01 -2.242307e+01
## 2876 2877 2878 2879 2880
## -1.747661e+01 -4.849154e+01 -8.096068e+01 3.005064e+01 3.514286e+00
## 2881 2882 2883 2884 2885
## 6.050358e+01 -8.411956e-01 7.997041e+00 -2.043563e+01 3.840743e+00
## 2886 2887 2888 2889 2890
## -7.826399e+00 7.319707e+00 3.039833e+01 5.939415e+01 3.890500e+01
## 2891 2892 2893 2894 2895
## 1.601716e+01 3.705852e+00 -1.702821e+01 3.540854e+01 2.905471e+01
## 2896 2897 2898 2899 2900
## -4.421720e+01 -1.188443e+01 2.326551e+01 2.196377e+01 3.016463e+01
## 2901 2902 2903 2904 2905
## -1.171817e+01 -3.123260e+01 4.890520e+01 2.515846e+01 -3.662511e+01
## 2906 2907 2908 2909 2910
## -2.694566e+00 4.312024e+01 -4.225805e+00 4.168335e+01 3.407917e+01
## 2911 2912 2913 2914 2915
## -3.150495e+01 -1.623901e+00 -7.518677e+01 3.172052e+01 -4.342581e+00
## 2916 2917 2918 2919 2920
## 3.452056e+01 -1.004410e+01 2.708800e+01 1.814781e+01 1.210768e+01
## 2921 2922 2923 2924 2925
## 5.387894e+00 -7.971076e+00 -1.509359e+01 -3.539542e+01 4.893623e+00
## 2926 2927 2928 2929 2930
## -2.189348e+01 4.026689e-01 1.318747e+01 2.644040e+01 2.652979e+01
## 2931 2932 2933 2934 2935
## -7.425678e+01 1.372299e+01 6.711668e+01 5.611328e+00 8.616194e+00
## 2936 2937 2938 2939 2940
## 2.435855e+01 -1.599755e+01 -1.007752e+01 1.983291e+01 -3.381802e+01
## 2941 2942 2943 2944 2945
## -2.298562e+01 3.379192e+01 2.837108e+01 -1.798649e+01 4.186007e+00
## 2946 2947 2948 2949 2950
## -1.761554e+00 2.855033e+00 -1.312147e+01 -1.494613e+01 9.345132e-01
## 2951 2952 2953 2954 2955
## -7.468633e+00 2.084191e+01 -3.264051e+01 -2.025770e+01 -7.795051e+00
## 2956 2957 2958 2959 2960
## 7.931769e+00 -3.043370e+01 1.154981e+01 -1.228576e+01 -1.364262e+00
## 2961 2962 2963 2964 2965
## -5.916020e+00 -4.089410e+01 1.775411e+01 2.510646e+00 -3.682252e+00
## 2966 2967 2968 2969 2970
## 2.519497e+01 -5.686966e+01 -2.548454e+01 -2.199921e+01 -2.175359e+00
## 2971 2972 2973 2974 2975
## -3.450161e+01 -7.530282e+00 1.504328e+00 -2.114198e+01 -2.803597e+01
## 2976 2977 2978 2979 2980
## -1.361795e+01 5.322915e+01 6.040743e+01 5.563591e+01 -1.782011e+00
## 2981 2982 2983 2984 2985
## 2.455914e+01 -3.001020e+01 -7.481586e+00 -2.597629e+01 -2.101639e+01
## 2986 2987 2988 2989 2990
## -6.732132e+00 2.262182e+01 3.302935e+01 4.347141e+00 -8.681225e+00
## 2991 2992 2993 2994 2995
## -1.410052e+01 1.423021e+00 -8.877346e-01 6.187623e+00 -1.421032e+00
## 2996 2997 2998 2999 3000
## 8.791328e+00 7.644804e+00 -3.099816e+01 4.763649e+00 3.856959e+00
## 3001 3002 3003 3004 3005
## 1.163192e+01 6.958385e+01 3.221892e+01 -2.377434e+01 -4.062369e+00
## 3006 3007 3008 3009 3010
## 1.395904e+01 8.823530e+00 -6.508785e+00 -4.615271e+01 -2.407450e+00
## 3011 3012 3013 3014 3015
## 1.382109e+01 -4.205558e+01 -5.949265e+01 1.869239e+01 2.330268e+01
## 3016 3017 3018 3019 3020
## -1.972763e+01 -4.232416e+01 -1.196073e+01 7.612971e+00 3.809946e+00
## 3021 3022 3023 3024 3025
## 6.145354e+00 -3.312735e+01 -3.343956e-01 4.965982e+01 -1.531470e+01
## 3026 3027 3028 3029 3030
## 6.414282e+00 -4.289754e+01 -2.045582e+01 -2.462237e+01 3.808375e+00
## 3031 3032 3033 3034 3035
## 2.682712e+00 8.119953e+00 1.287175e+01 4.568229e+00 -5.016511e+01
## 3036 3037 3038 3039 3040
## -1.290221e+01 -2.126498e+00 -1.191845e+01 7.541716e+00 -1.033735e+01
## 3041 3042 3043 3044 3045
## -2.020251e+00 3.617497e+01 -3.317269e+01 -6.233400e+00 2.799576e+01
## 3046 3047 3048 3049 3050
## -2.942908e+00 -3.167056e+00 -2.436188e+00 2.223315e+01 -5.816433e+01
## 3051 3052 3053 3054 3055
## 3.145417e+00 -1.550408e+01 -2.862214e+01 2.263475e+01 -3.200310e+01
## 3056 3057 3058 3059 3060
## 7.160874e+00 -1.398250e+01 2.985964e+00 6.970071e+00 1.947311e+01
## 3061 3062 3063 3064 3065
## -3.414230e+01 2.290045e+01 1.720146e+01 -6.682080e+00 -2.717545e+01
## 3066 3067 3068 3069 3070
## 2.682749e+01 3.642728e+01 -4.023353e+00 3.164501e+01 1.197107e+00
## 3071 3072 3073 3074 3075
## 1.967023e+01 -4.862353e+01 8.831636e+00 -1.434029e+01 1.490108e-01
## 3076 3077 3078 3079 3080
## -3.710791e+01 -2.265777e+01 2.735701e+01 -5.205438e+01 1.229039e-01
## 3081 3082 3083 3084 3085
## 2.520035e+01 -5.453362e+01 5.639194e+01 -5.321248e+01 -4.396245e+01
## 3086 3087 3088 3089 3090
## 4.259600e+01 -1.170618e+01 2.415834e+00 -3.164629e+00 1.884912e+01
## 3091 3092 3093 3094 3095
## -4.360886e+01 3.853519e+01 -4.563924e+00 3.841587e+00 2.029083e+01
## 3096 3097 3098 3099 3100
## -1.034477e+01 -1.499003e+01 1.521950e+01 -1.627409e+01 2.022785e+01
## 3101 3102 3103 3104 3105
## -1.421909e+01 1.157993e+01 -3.366612e+00 -7.731131e+00 -3.325281e+01
## 3106 3107 3108 3109 3110
## -3.256277e+01 -3.940815e+01 2.345697e+01 -1.141543e+01 8.636300e+00
## 3111 3112 3113 3114 3115
## -3.355570e+00 1.467781e+01 8.841589e-01 3.450824e+01 -9.416914e+00
## 3116 3117 3118 3119 3120
## -1.717971e+01 -1.860773e+01 3.019540e+01 2.687209e+01 3.900217e+01
## 3121 3122 3123 3124 3125
## -3.696126e+01 -7.846106e+00 6.269051e+01 3.423744e+01 3.647164e+01
## 3126 3127 3128 3129 3130
## -1.275067e+01 -3.914813e+01 1.748860e+01 1.735285e+01 5.360730e+01
## 3131 3132 3133 3134 3135
## -3.756011e+01 3.538765e+01 -8.254152e+00 1.316279e+01 -3.624869e+01
## 3136 3137 3138 3139 3140
## 2.203170e+00 -1.031716e+01 4.388892e+01 -9.206522e+00 -3.098947e+01
## 3141 3142 3143 3144 3145
## 4.773905e+01 2.075066e+01 -6.747658e+01 -9.345237e+00 1.822848e+01
## 3146 3147 3148 3149 3150
## -1.469735e+01 -1.305393e+01 -6.815468e+01 -6.566844e+01 2.370182e+01
## 3151 3152 3153 3154 3155
## 5.094996e+01 3.195188e+01 -3.436650e+01 -5.512975e+01 -1.374488e+01
## 3156 3157 3158 3159 3160
## -2.129184e+01 -1.205427e+01 4.386836e+01 -1.011609e+01 -3.942385e+01
## 3161 3162 3163 3164 3165
## -2.647007e+01 3.600474e+01 3.125173e+01 -3.178014e+01 -4.412532e+01
## 3166 3167 3168 3169 3170
## -3.986493e+01 -4.540082e+01 2.756989e+01 3.032421e+01 -5.380496e+01
## 3171 3172 3173 3174 3175
## 2.224213e+01 -2.272748e+01 -1.527091e+00 1.030736e+01 4.143470e+00
## 3176 3177 3178 3179 3180
## -8.923901e+00 -6.944058e+01 -1.372830e+01 2.296640e+01 -1.024129e+02
## 3181 3182 3183 3184 3185
## -7.985019e+01 -6.526580e+00 -5.322302e-02 1.852130e+01 -4.613425e+01
## 3186 3187 3188 3189 3190
## 3.749051e+01 -8.497342e+01 -1.263111e+01 -2.152274e+01 1.737184e+01
## 3191 3192 3193 3194 3195
## 1.643112e+00 -6.294958e+01 2.696356e+01 -1.034943e+01 2.687035e+01
## 3196 3197 3198 3199 3200
## -8.991723e+00 -3.326593e+01 7.277241e+01 -7.900015e+00 1.366272e+01
## 3201 3202 3203 3204 3205
## -4.301980e+01 1.460158e+01 4.691187e+00 -7.631446e+01 -7.072962e+01
## 3206 3207 3208 3209 3210
## 2.941735e+01 3.342669e+01 -6.536386e+01 -3.880564e+00 2.491452e+01
## 3211 3212 3213 3214 3215
## 1.676171e+00 2.394123e+01 -2.279666e+01 6.194483e+01 6.694385e+01
## 3216 3217 3218 3219 3220
## 7.932293e+01 1.848907e+01 -9.687582e+01 8.837491e+01 1.508456e+01
## 3221 3222 3223 3224 3225
## -4.055351e+00 1.093036e+02 4.482274e+01 2.193677e+01 3.443839e+00
## 3226 3227 3228 3229 3230
## -6.408459e+01 1.948449e+01 5.459701e+00 1.147739e+01 4.835477e+00
## 3231 3232 3233 3234 3235
## -8.129803e+01 3.047149e+01 1.087248e+00 -5.788258e+01 -5.979805e+00
## 3236 3237 3238 3239 3240
## -1.998019e+00 6.465168e+01 3.111633e+01 -2.636307e+01 -2.753088e+01
## 3241 3242 3243 3244 3245
## 9.874474e+00 4.308289e+01 4.542329e+01 4.275213e+01 7.993956e+01
## 3246 3247 3248 3249 3250
## -7.358537e+00 -2.177445e+01 -8.766140e+00 1.462028e+01 3.563835e+00
## 3251 3252 3253 3254 3255
## -4.465064e+01 3.650251e+01 6.079466e+01 -5.795336e+00 -6.553984e+01
## 3256 3257 3258 3259 3260
## 2.573624e+01 -3.278460e+01 7.521027e+01 -1.769563e+01 -1.607238e+01
## 3261 3262 3263 3264 3265
## -6.392129e+01 4.831778e+01 3.277791e+00 6.471227e+01 4.263841e+01
## 3266 3267 3268 3269 3270
## 7.735834e+00 -2.858229e+01 1.760640e+01 1.011324e+01 -9.888832e+01
## 3271 3272 3273 3274 3275
## -8.985089e+00 1.808432e+00 -3.640063e+00 -1.864751e+01 3.247035e+01
## 3276
## -2.077897e+00
##
## $effects
## (Intercept) df1$Solids
## -1.123947e+04 -8.824727e+01 2.763320e+01 1.785864e+01 -1.558240e+01
##
## -7.919592e+00 5.183886e+01 6.497260e+00 -7.784999e+01 3.086186e+01
##
## -3.055701e+01 2.204242e+01 -3.994743e+01 -4.611734e+01 9.096962e+00
##
## -8.984268e+00 1.490995e+01 7.738377e+01 8.273529e+01 1.813311e+01
##
## 3.093232e+01 -2.785722e+01 1.925745e+01 3.528612e-01 -5.597468e+01
##
## 2.219110e+00 1.188916e+01 -5.111481e+01 7.008820e+01 -4.864749e+01
##
## 1.282516e+01 -5.856146e+00 -7.871061e+01 3.897105e+01 3.546289e+01
##
## -4.662423e+00 -1.249156e+01 1.075228e+02 -5.314796e+01 2.211255e+00
##
## 3.691231e+01 -1.865123e+00 4.245834e+01 5.798356e+00 -1.318414e+01
##
## 2.090473e+01 1.264434e+01 -2.340138e+01 -6.610503e+01 3.656456e+00
##
## -2.789710e+01 -9.647610e+01 -5.159447e+01 1.477653e+01 -1.463122e+01
##
## 6.393748e+01 4.210349e+01 -6.131159e+00 -3.892523e+01 -4.152021e+01
##
## 3.731213e+01 1.645898e+01 3.354511e+01 -1.260552e+00 -6.832971e+01
##
## 1.578335e+01 4.259297e+01 -9.282379e+01 1.430102e+01 -1.650158e+01
##
## -1.406510e+01 -7.974620e+01 -6.567741e+01 4.575435e+01 2.248637e+01
##
## 1.499752e+01 -3.774033e+01 -3.220735e+01 -1.972820e+01 2.142205e+01
##
## 3.752895e+01 -2.818344e+01 7.925545e+00 6.265781e+01 -6.260478e+01
##
## -1.469799e+00 3.577571e+01 2.643545e+00 1.033855e+02 1.013088e+01
##
## 1.261299e+00 2.915724e+00 4.133811e+01 5.695134e+01 6.195894e+00
##
## 1.556875e+00 2.423347e+01 -6.073472e+01 -7.607786e+01 -3.328809e+01
##
## -2.957709e+01 2.631052e+01 -2.132827e+01 -2.688094e+01 -7.175459e+00
##
## 7.649573e+00 1.704901e+01 5.758375e+01 -6.277764e+00 -1.116345e+01
##
## 2.574030e+01 2.938025e+01 5.635624e+01 1.543931e+01 2.190375e+01
##
## -5.837746e+00 6.500450e+01 4.363732e+01 -7.452494e+01 9.289488e-01
##
## -5.940877e+01 -4.978115e+01 3.452088e+01 7.074787e+01 3.502298e+01
##
## 2.094096e+01 5.646352e+01 1.132332e+01 3.155922e+01 5.564681e+00
##
## -4.509036e+01 -4.065084e+01 -4.094366e+01 4.980549e+01 1.570884e+00
##
## -4.349282e+00 -3.605076e+01 -1.837224e+01 5.122987e+00 4.613530e+00
##
## 7.324720e+01 -2.917359e+01 -8.452923e+00 7.890418e+00 2.432485e+01
##
## -3.936846e+00 -3.959518e+01 6.718362e+01 -4.358434e+01 -9.184433e+01
##
## 2.899292e+00 -4.134279e+01 5.295933e-01 -1.609622e+01 4.160068e+01
##
## 2.018565e+01 8.477208e+01 -6.145430e+00 1.658539e+01 3.741843e+01
##
## 5.104343e+01 4.539397e+01 -4.348877e+01 -5.554171e+01 5.319785e+00
##
## 7.787957e+01 -2.566645e+01 5.240541e+00 8.927222e+00 -6.986138e+01
##
## 1.019834e+01 3.729865e+01 4.132974e+01 3.728282e+01 -6.315513e+00
##
## -5.654240e+01 4.745950e+00 6.358589e+01 -2.224210e+01 4.139121e+00
##
## 8.175823e+01 -1.434324e+01 3.650740e+01 -2.803627e+01 -5.524981e+01
##
## 4.915088e+00 2.948509e+01 8.779591e+01 -5.015718e+01 -8.405524e+01
##
## -1.980211e+01 6.489868e+01 -1.106336e+01 -6.694283e+01 5.241037e+01
##
## 1.986584e+01 1.737127e+01 3.323653e+01 3.299861e+01 -7.149223e+01
##
## 3.369612e+01 3.301136e+01 -1.339304e+01 -6.907980e+00 -3.528749e+01
##
## -3.381209e+01 -4.284565e+01 7.381485e+01 2.745612e+01 2.950510e+01
##
## 1.122016e+01 2.427349e+01 -3.540900e+01 -1.003100e+01 1.116318e+01
##
## -8.998925e+01 -8.111163e+00 1.704835e+01 8.001547e+01 3.267774e+01
##
## -4.225071e+00 -5.523381e+01 -5.941830e+01 4.172486e+01 6.371520e+00
##
## 7.707330e+01 6.730016e+01 -8.425724e+01 -1.622848e+01 -6.285850e+01
##
## 1.261154e+01 -1.743333e+01 -1.322606e+01 6.312244e+00 4.837351e+00
##
## 8.516374e+00 3.161023e+00 -1.932992e+01 1.185254e+01 5.579426e+01
##
## 6.825913e+01 -9.266687e+00 -5.278051e+01 2.049574e+01 1.017821e+01
##
## 2.068606e+01 -9.344429e+01 2.519098e+01 7.710246e+01 3.459958e+01
##
## -5.107995e+01 -6.850846e+01 -2.648190e+01 4.621045e+01 6.826455e+00
##
## 4.012065e+01 1.099027e+01 2.739493e+01 -9.751953e+01 1.850034e+01
##
## 8.376995e+01 2.093673e+01 8.221650e+01 -1.491992e+02 3.704556e+01
##
## 1.650588e+01 1.427992e+01 3.402598e+01 5.476657e+01 -4.142022e+01
##
## -6.872901e+01 -2.126815e+01 3.276823e+01 -2.006716e+01 -4.024002e+01
##
## 8.413295e+01 -2.671801e+01 2.856125e+01 -1.146371e+02 6.144020e+01
##
## -6.669973e+01 -2.975114e+01 -2.326020e+01 -5.907697e+01 -2.496382e+01
##
## 4.669577e+01 1.927390e+01 -5.241144e+01 2.794196e+00 -3.954411e+01
##
## 7.203209e+01 -1.522427e+01 1.461810e+01 2.878615e+01 -7.534133e+01
##
## 3.957565e+01 -1.798234e+01 -5.232470e+00 -8.156525e+00 -3.971448e-01
##
## 2.879361e+01 -6.412000e+01 3.320153e+01 -1.458448e+01 -6.032916e+01
##
## 2.882942e+01 4.753894e+00 6.697850e+00 -9.013038e+00 -8.292451e+01
##
## 7.768258e+01 3.980776e+01 -3.438339e+01 -1.052613e+01 -2.153293e+01
##
## 3.540733e+00 -3.927878e+01 -1.183345e+02 3.714893e+01 -7.648023e+01
##
## -5.201404e+01 1.109441e+02 -7.672317e+00 5.924296e+01 1.724276e+01
##
## -3.744495e+00 7.932435e+01 -2.946200e+01 1.658219e+01 -4.359579e+01
##
## 2.369742e+01 -3.343468e+01 4.334312e+01 6.775792e+01 5.441416e+01
##
## -1.022772e+02 6.527436e+01 2.471285e+01 5.811877e+01 -3.501315e+01
##
## -3.771116e+01 -1.495825e+01 8.594061e+01 -4.296537e+01 2.440800e+01
##
## -2.270103e+01 8.153453e+01 1.273191e+02 -3.897402e+01 -2.242148e+01
##
## -1.010231e+01 -7.175385e+00 -1.080073e+01 1.935613e+00 1.150749e+02
##
## -7.955451e+00 1.666943e+01 4.357976e+01 2.951517e+01 2.133059e+01
##
## 4.707467e+00 -5.607260e+01 -5.671888e+00 5.322729e+01 4.576582e+01
##
## 3.863675e+01 9.621601e+01 4.408791e+01 -4.252808e+01 1.567328e+01
##
## 3.057978e+01 -1.914024e+00 -1.495197e+01 -3.761316e+00 -6.171033e+01
##
## 2.842734e+01 -3.302093e+01 -6.498342e+01 5.359946e+01 -1.230887e+02
##
## 2.738859e+01 -2.716608e+01 1.702076e+01 1.126622e+02 -2.991745e+01
##
## -1.092141e+01 -2.163353e+00 -5.345556e+01 4.339337e+01 1.510784e+01
##
## -1.470726e+01 -2.105819e+01 2.817875e+00 2.173060e+01 -1.742206e+00
##
## -1.659375e-01 4.587694e+01 3.587196e+01 8.505439e+01 -2.848081e+01
##
## 1.250699e+01 -7.305638e+00 7.568102e+01 9.506878e+00 -3.857297e+01
##
## 9.073029e+01 5.310666e+01 1.751589e+01 2.571013e-01 -1.658440e+01
##
## -1.053596e+01 -1.096303e+01 2.504914e+01 -8.096591e+00 -1.947236e+01
##
## -2.683829e+00 1.076847e+01 1.187752e+01 -2.121877e+01 -3.024596e+01
##
## -4.403843e+00 1.809085e+01 2.934899e+01 -1.609336e+01 1.684559e+01
##
## 2.756348e+01 -2.327643e+01 1.208332e+01 -1.839847e+01 2.746146e+01
##
## 1.125455e+01 1.696762e+01 3.304472e+00 3.859359e+01 -2.094529e+01
##
## -2.188199e+01 4.792466e+01 2.847443e+01 2.454876e+00 -4.284588e+01
##
## -9.474817e+00 1.378039e+01 1.099312e+01 1.463621e+01 3.812283e+01
##
## 4.648591e+00 -6.161345e+00 9.378171e+00 -2.274480e+01 3.624127e+01
##
## -5.798369e+01 -2.737603e+01 -3.601902e+00 -3.038949e+01 5.207755e+01
##
## -1.996086e+01 -1.565654e+01 5.166039e+00 -5.309353e+01 -2.852914e+01
##
## -1.612783e+01 7.778053e+00 -6.810255e+00 9.603911e+00 4.216996e+01
##
## 5.115238e+00 -1.070734e+01 3.123408e+00 -7.545644e+00 2.027714e+01
##
## 1.769165e+00 -6.652730e+00 -2.351622e+01 -2.992839e+01 -1.515935e+01
##
## -1.021868e+01 -6.538936e+00 -7.755506e+00 -2.693097e+00 -3.594077e-01
##
## 1.320177e+01 5.490640e+00 -1.774021e+01 -6.275777e+00 -2.799199e+01
##
## -3.542715e+00 3.929362e+00 2.518700e+01 3.044725e+00 -1.192096e+01
##
## 7.804090e+00 -6.296862e-01 -2.747719e+01 2.715952e+01 -3.391776e+01
##
## -3.845385e+01 -1.568285e+01 -2.478095e+01 -1.802173e+01 -4.379656e-01
##
## -4.556688e+00 -2.833933e+01 -2.078920e+01 -1.171946e+01 1.683749e+01
##
## 1.032160e+01 2.262674e+01 7.588916e+00 -2.342901e+01 6.690163e+01
##
## 1.064401e+01 5.808984e+00 2.781651e+01 1.012318e+00 -4.365208e+01
##
## 3.781240e+01 3.105549e+01 1.146365e+01 -2.682214e+01 7.276250e-01
##
## 6.966009e+00 6.356491e+00 -2.259361e+00 -1.379177e+01 1.778635e+01
##
## -9.224820e+00 2.070406e+01 -1.373789e+01 1.230038e+01 2.942876e+01
##
## 2.614592e+00 1.764964e+00 -1.840237e+01 -3.326974e+01 -3.580053e+01
##
## -3.355201e+01 4.197124e+00 -1.762103e+01 -9.349369e+00 8.012860e+00
##
## -9.681986e+00 -4.758352e+01 1.376957e+01 -1.010065e+01 -4.154413e-01
##
## -1.808713e+01 1.201573e+01 -1.452783e+01 -4.481594e+00 -3.239218e+01
##
## 4.119905e+01 -6.622655e+00 7.987293e+00 -9.668230e+00 1.906748e+00
##
## 2.280909e+01 -2.774566e+01 2.024874e+00 1.659379e+01 1.413546e+01
##
## 2.497290e+01 -2.475832e+01 4.360933e+00 -3.199257e+01 1.347591e+01
##
## 2.107726e+01 -2.131098e+01 3.253834e+01 2.651211e+01 -6.946301e+00
##
## -2.198612e+01 -1.612566e+01 -4.000680e+01 -1.034527e+01 1.756654e+01
##
## 6.384240e+00 -1.668654e+01 3.196795e+01 3.874032e+00 2.402344e+01
##
## -4.494764e+00 -2.230587e+01 2.475606e+01 3.372816e+01 2.231683e+01
##
## 2.611127e+01 -2.267400e+01 1.278105e+01 7.523921e+00 -1.580232e+01
##
## -2.134183e+01 -1.944952e+01 3.918497e+00 1.765813e+01 -1.062022e+01
##
## -4.935147e+00 5.090970e+01 -2.551193e+01 -4.722824e+00 9.866271e+00
##
## 3.671697e+01 2.429391e+01 3.370947e+01 2.362691e+01 2.390530e+01
##
## -2.396038e+01 -1.635596e+01 8.125551e+00 -4.532926e+01 -2.615131e+01
##
## 8.713531e+00 -6.621440e+00 8.481140e+00 3.515981e+01 2.638438e+01
##
## -1.069290e+01 -5.642323e+00 5.616099e-01 -1.552367e+01 5.185402e+00
##
## -1.313447e+01 -2.753835e+00 7.722553e+00 8.275313e+00 -1.128485e+01
##
## -7.987149e+00 8.498050e+00 1.998716e+01 4.444544e+01 -1.740580e+01
##
## 1.774745e+01 -5.218989e+00 -1.545160e+01 5.649185e+00 5.656609e+00
##
## -1.410070e+00 1.566515e+01 -4.068018e+01 2.466196e+01 2.269694e+01
##
## 2.968042e+01 2.454327e+01 -2.465792e+00 -1.134075e+01 -8.810354e+00
##
## 4.553568e+01 2.468388e+01 1.714305e+01 1.171194e+01 -2.535758e+00
##
## 8.300247e+00 -1.633699e+00 2.447591e+01 6.144248e+00 -4.952809e+00
##
## 1.652846e+01 -4.371664e+01 1.225679e+01 1.352334e+01 -4.227751e+01
##
## -4.187685e+00 2.162773e+01 1.321847e+01 1.306949e+01 -7.896020e+00
##
## 3.681912e+01 -3.958095e+01 1.027976e+00 2.484810e+01 -9.606329e+00
##
## 2.760287e+01 -9.903542e-01 1.500631e+01 6.691287e+00 -3.146536e+01
##
## 2.406460e+00 2.368767e+01 6.111345e+00 -3.208619e+01 1.992830e+01
##
## 3.373750e+01 -3.941818e+01 -1.018558e+01 8.004565e+00 7.771381e+00
##
## -1.720026e+01 6.433700e+00 1.758828e+00 1.898193e+01 3.285591e+01
##
## 1.172410e+01 1.282793e+01 -4.811551e+01 1.737139e+01 -1.760347e+01
##
## -2.246985e+01 1.566444e+01 -1.406324e+01 -3.311286e+01 -2.712937e+01
##
## 3.583578e+01 5.541796e+00 -3.621224e+00 3.695736e+01 1.437969e+01
##
## -2.001039e+01 -2.370986e+01 1.876417e+01 -1.173711e+01 -8.188918e-01
##
## -2.805648e+01 1.298704e+01 -5.205232e+01 -2.758643e+01 5.192957e+00
##
## -3.420609e+00 -2.599316e+01 2.310138e+01 2.290186e+00 -3.552809e+01
##
## -6.857653e+00 -1.688923e+01 -2.685102e+00 4.520078e+01 2.326735e+00
##
## 2.135585e+01 -4.327232e+01 9.212330e+00 1.749826e+01 -6.428879e+00
##
## 1.464895e+01 2.160332e+01 -9.239736e+00 1.575329e+01 1.702197e+01
##
## -2.956858e+00 3.206603e+00 7.281769e+00 5.832306e+00 4.078534e-02
##
## 1.412810e+01 -1.358242e+01 8.356042e+00 -1.730531e+01 -1.078490e+01
##
## -1.031478e+01 1.436239e+01 -4.540219e+00 1.080778e+01 2.320674e+01
##
## -1.047141e+01 2.064443e+00 -3.666211e+01 -1.165104e+01 -9.972918e+00
##
## 2.403504e+01 -4.181051e+01 3.463657e+01 7.971763e+00 1.899072e+01
##
## -3.242642e+00 1.278121e+01 -1.170476e+01 3.660380e+01 -3.757626e+01
##
## 1.040325e+01 1.379423e+00 1.108347e+01 3.283738e+00 -3.313140e+01
##
## -1.720568e+01 -1.863056e+01 -1.881480e+01 -1.319123e+00 3.426142e+01
##
## 8.785343e+00 -4.039047e+01 3.659533e+01 -1.291479e+01 2.881497e+00
##
## 7.437328e+00 -4.577761e+01 4.396590e+01 3.104330e+01 -1.581460e+01
##
## 1.281823e+01 4.538632e+01 2.259048e+01 -1.325792e+01 -2.508651e+01
##
## -1.067438e+01 -1.393189e+01 -3.318008e+01 1.464908e+01 2.894086e+01
##
## 2.825277e+01 3.532045e+01 1.653292e+01 1.101490e+01 1.847689e+01
##
## 1.153834e+00 1.427170e+01 3.150411e+01 1.983007e+01 -2.465396e+01
##
## 1.024221e+01 -3.405022e+01 2.757329e+01 -1.403483e+01 -5.348812e+00
##
## -6.351119e+01 3.824114e+01 2.194456e+01 1.767999e+01 7.914578e+00
##
## 6.036197e+00 2.396647e+00 1.944488e+01 -1.829268e+01 2.077633e+01
##
## -2.064139e+01 -1.892797e+01 -1.063220e+01 1.554271e+01 -2.447045e+01
##
## -2.937600e+01 -3.185725e+01 -4.941357e+00 3.171428e+01 2.200740e+01
##
## 3.825691e+01 -2.165499e+00 -9.257106e-02 4.158642e+01 7.089439e+00
##
## -1.335131e+01 4.036088e+00 1.955608e+01 1.783144e+01 2.586504e+01
##
## 4.800275e+00 1.276736e+01 1.664631e+01 -1.184771e+01 4.116213e+01
##
## 4.543653e+01 -2.738449e+01 -6.341213e-01 8.628792e+00 -3.965795e+01
##
## 1.286223e+01 1.706553e+01 -4.690698e+00 -5.286643e+01 1.491787e+00
##
## -4.347468e+01 2.755324e+01 -1.624698e+00 5.594662e+01 6.793719e+00
##
## 2.127375e+01 -1.149267e+01 1.892617e+01 3.320564e+01 -2.314895e+01
##
## 7.348000e+00 -2.689424e+01 2.512486e+01 2.270101e+01 4.025428e+00
##
## 1.696904e+01 2.345699e+01 -2.064346e+01 3.567022e+01 2.196152e+01
##
## -8.560651e+00 -2.065192e+01 -2.174272e+01 1.752226e+01 1.233379e+01
##
## -1.670417e+01 1.128299e+01 3.310907e+00 -9.629585e+00 -1.064127e+01
##
## -3.371002e+01 1.483877e+00 -3.402402e+01 3.496760e+00 -2.869145e+01
##
## -2.178610e+01 2.470736e+01 -9.745310e+00 -1.139008e-01 -2.005894e+01
##
## 3.158176e+00 -1.081840e+01 -1.502051e+01 -5.633434e+01 -2.978563e+01
##
## -5.501545e+00 -1.489159e+01 4.519139e+00 -8.502932e-02 -3.628651e+01
##
## -3.804105e+00 2.006664e+01 2.429969e+01 1.449111e+00 -2.932021e+01
##
## 8.993083e-01 1.711183e+01 -8.758779e-01 1.256145e+00 -6.155526e+00
##
## 4.062648e+01 4.395713e-01 -1.973149e+01 -7.295080e+00 1.543407e+01
##
## 2.752603e+01 1.462415e+00 -1.036861e+01 1.920275e+01 -2.844512e+01
##
## 2.391501e+00 -8.279126e+00 7.066076e+00 -4.876424e+01 5.167318e+00
##
## -3.583578e+01 -3.675351e+01 7.846506e+00 7.366853e+00 -6.092612e-01
##
## 4.207427e+00 -1.247282e+01 -4.000527e+00 5.257536e+01 1.216241e+01
##
## 3.195660e+01 1.525185e+01 8.236700e+00 3.813992e+00 -4.663977e+01
##
## 3.293891e+01 -8.958431e+00 -3.210472e+00 2.297012e+01 -1.941925e+01
##
## -6.167842e+00 3.936304e+01 2.360901e+01 -3.332236e+01 1.568823e+01
##
## 6.898351e+00 1.274573e+01 1.681278e+01 3.091104e+01 -3.817170e+01
##
## -9.292739e+00 -7.174542e+00 1.501860e+01 -6.245800e+00 1.451700e+01
##
## 5.513403e+00 -1.180058e+01 2.848657e+01 7.581940e+00 -6.671730e+00
##
## 8.642348e-01 3.355584e+01 1.177908e+01 4.373907e+01 -2.110981e+01
##
## 1.839116e+01 -1.861422e+00 -6.005306e+00 1.024342e+01 -1.342337e+01
##
## -3.361064e+00 1.851693e+01 1.937765e+01 4.950967e-02 4.208223e+01
##
## 1.760624e+01 3.770169e+00 4.947414e+00 -5.679135e+00 1.413719e+00
##
## -3.078437e+01 -2.968503e+00 3.100150e+01 3.433302e+01 -1.580153e+00
##
## 6.673214e+00 -2.967653e+01 3.517213e+01 8.917004e+00 3.996179e+01
##
## -1.446168e+01 1.442965e+01 1.593347e+01 -9.919407e+00 3.271599e+01
##
## 4.190393e+01 -1.911389e+01 3.773116e+01 -1.210771e+01 -1.249582e+00
##
## -6.230537e+00 2.495356e+00 -1.618559e+01 3.572576e+01 -1.738551e+01
##
## 1.084584e+01 2.450861e+01 2.018974e+01 2.230988e+01 -2.239697e+01
##
## -3.151482e+01 4.408008e+01 1.079003e+01 3.143559e+01 4.548009e+01
##
## -2.077263e+01 -2.440818e+01 3.856387e+01 -2.717144e+01 -1.821976e+01
##
## 3.409375e+01 -4.134252e+01 -2.982188e+01 2.199427e+00 1.951987e+01
##
## 1.697572e+01 -3.919638e+01 -6.264229e+00 -5.132850e+00 -4.907759e+01
##
## 1.118198e+01 4.699140e+00 3.345418e+01 5.960957e+01 7.702913e+00
##
## 3.934706e+01 1.274546e+00 1.366418e+01 2.857291e+01 7.801787e+00
##
## -4.811448e+01 5.953434e+00 2.570337e+01 1.064054e+01 -1.432587e+01
##
## 8.844471e+00 -3.004878e+01 4.225875e+01 -3.701986e+00 3.041595e-01
##
## 2.202322e+01 -1.399155e+01 1.201576e+01 -2.367600e+01 -2.645888e+01
##
## 2.694920e+01 -3.622717e+01 2.019282e+01 -3.863967e+01 2.058359e+00
##
## -4.271303e+00 2.025060e+01 -2.349538e+01 -2.803556e+01 4.371723e+01
##
## 2.892685e+01 7.200470e+00 -4.699425e+01 1.379196e+01 7.494075e+00
##
## 1.772587e+01 -1.861277e+01 3.454169e+01 -1.553751e+00 -2.844334e+01
##
## -6.250507e+00 -3.075169e+00 1.688449e+00 4.361034e+01 2.578701e+00
##
## 3.514713e+01 3.713759e+00 8.425929e+00 -2.636384e+00 2.175620e+01
##
## 1.185070e+01 -5.340088e+01 -1.692341e+01 -8.728816e+00 -4.097436e+01
##
## 1.610844e+01 -2.787277e+01 -1.335851e+01 3.345788e+01 1.574533e+01
##
## -3.315898e+01 -3.197634e+01 4.195533e+01 -5.101855e+01 1.804518e+01
##
## 7.041412e+00 2.999787e+01 1.910029e+00 -3.915649e+01 -2.775208e+01
##
## -1.071756e+01 1.647161e+01 -1.784209e+01 -4.904923e+00 -1.158938e+01
##
## 6.699330e+00 -3.819155e+01 2.626892e+01 -3.421242e+00 -1.333390e+01
##
## -4.735622e+01 8.605790e+00 -4.052215e+01 3.619209e+01 2.797854e+01
##
## -3.140972e+01 6.182572e+01 -8.375329e+00 -1.593194e+01 2.497670e+01
##
## 1.088920e+01 -7.665629e+00 -4.463051e+01 -6.127664e+01 2.602780e+01
##
## -6.924532e-01 -3.185672e+01 1.163948e+01 -4.850480e+01 1.144806e+01
##
## 5.058589e+00 -2.549050e+01 -1.394625e+01 9.107782e+00 -1.961860e+01
##
## 2.673610e+01 2.987696e+01 -1.069881e+01 -1.072762e+01 -1.514603e+01
##
## -3.274884e+01 -6.047037e+00 8.453445e+00 -2.856800e+01 -4.342162e+00
##
## 3.935298e+00 -3.959999e+01 -2.621013e+01 2.966091e-01 -1.124114e+01
##
## 2.176299e+01 -1.239538e+01 -1.384524e+01 2.168809e+01 -1.761765e+01
##
## -1.449309e+01 -7.733572e+00 1.603035e+01 1.336245e+01 -3.103843e+01
##
## -3.460408e+01 2.736368e+01 1.659437e-01 -1.850509e+01 1.648982e+01
##
## -1.689320e+00 -3.511220e+01 4.193000e+01 -8.183801e+00 5.244914e+00
##
## 1.860910e+01 -7.217003e+01 -3.266683e+01 3.119185e+01 -1.721358e+01
##
## 1.553839e+01 -2.338291e+01 5.463048e+01 -3.775972e+01 -4.178116e+00
##
## -7.581285e-01 1.606287e+01 2.624186e+01 -1.040482e+00 -4.348551e+00
##
## 1.418022e+01 3.308870e+00 -1.715059e+01 -1.569376e+01 6.099503e-01
##
## 5.914206e+01 -6.149239e+01 2.466233e+01 -4.039339e+01 -1.931326e+01
##
## -1.001234e+01 -1.770884e+01 2.947809e+01 -1.737004e+01 2.691833e+01
##
## -3.985466e+01 -2.535299e+00 -3.065111e+00 8.773965e+00 -2.143050e+01
##
## 1.520670e+01 -3.115552e+01 9.066365e+00 -1.142461e+01 1.507374e+00
##
## 2.272022e+01 3.627249e+01 -1.092463e+01 -1.050462e+01 -1.954417e+01
##
## 1.572277e+01 -4.438904e+01 -2.223484e+00 -3.356448e+00 -2.159564e+01
##
## -9.810623e+00 -1.933358e+01 -1.639284e+01 4.289630e+00 1.366402e+01
##
## -5.365571e+00 -3.543946e+00 1.998646e+01 -2.450341e+01 -3.873052e+01
##
## -1.174621e+01 -2.522543e+01 1.539729e+01 -3.591821e+00 -1.231842e+01
##
## -3.345787e+00 4.567215e+01 2.451452e+00 -2.456228e-01 -1.936234e+01
##
## 1.126719e+01 -1.052170e+01 -3.243538e+01 1.761189e+00 -3.295073e+01
##
## 1.138491e+01 -3.219787e+00 -1.982568e+01 2.968195e+01 7.888393e-01
##
## -1.511566e+01 3.299890e+00 1.685240e+01 -2.826135e+01 -5.317657e+00
##
## -1.802922e+01 5.185260e+01 1.792373e+01 2.206692e+00 2.100553e+01
##
## -2.113290e+01 1.031498e+01 1.670566e+01 -1.645160e+01 8.880170e+00
##
## -6.072533e-01 -3.690992e+01 1.247224e-01 -1.667392e+01 -3.997722e+00
##
## -1.978713e+01 -4.624153e+01 9.666817e+00 9.589675e+00 -3.965891e+01
##
## 1.452961e+01 -3.422730e+01 -1.790414e+01 -1.593105e+01 -9.380106e+00
##
## -1.686822e+01 -2.819155e+01 3.136127e+00 6.673387e+00 1.358597e+01
##
## -3.980551e+00 -4.427336e+01 4.693189e+01 2.040518e+01 1.681789e+00
##
## -4.235387e+00 3.327716e+01 -3.975711e+01 -1.784665e+01 -2.250815e+01
##
## -1.706454e+01 -6.763986e+00 -9.124412e+00 -2.885134e+00 -3.890367e+01
##
## -8.362685e-01 -1.313066e+00 -2.143404e+00 2.747865e+01 2.512686e+01
##
## 2.277701e+01 2.990121e+01 4.423157e+01 1.426659e-01 -2.265805e+01
##
## -2.385055e+01 6.971382e+00 -4.225656e+01 2.888145e+01 -6.789293e+00
##
## 1.043165e+01 -1.244349e+01 1.611670e+01 -4.445178e+01 -1.360406e+01
##
## -1.402604e+01 2.194085e+00 -8.688222e+00 -3.203846e+01 1.904787e+01
##
## -2.218149e+01 -1.255246e+00 4.945313e+00 6.185086e+00 -1.000624e+01
##
## 3.827529e+01 -2.536112e+01 -3.736306e+01 4.664946e+00 1.353832e+01
##
## -1.327540e-01 -1.329521e+01 1.930551e+01 -1.400235e+01 -1.746998e+01
##
## -2.457751e+01 1.415570e+01 4.856003e+00 6.385024e+00 -2.671398e+01
##
## 3.097113e+01 -2.303845e+01 -1.455737e+01 -1.663732e+01 -3.328118e+01
##
## 7.828378e+00 4.550028e+01 2.837900e+00 3.224699e+01 3.981082e+00
##
## -2.797982e+00 2.195283e+01 -6.192669e+00 2.893209e+01 1.394394e+01
##
## -2.253056e+01 7.156816e+00 1.503072e+01 1.454101e+01 2.510842e+00
##
## 7.200600e+00 -2.166409e+01 -2.706446e+01 -3.005492e+01 -1.558430e+01
##
## 9.350112e+00 -1.166138e+01 2.761369e+00 -6.894745e+00 -3.489276e+01
##
## 4.436554e+00 1.598965e+00 -4.988726e+00 6.476934e+00 -1.562522e+01
##
## 3.955825e+00 1.543569e+01 -7.177482e+00 9.761006e+00 -1.141805e+00
##
## 3.440101e+01 7.785075e+00 -1.332842e+01 7.417182e+00 9.582957e-01
##
## 1.722666e+01 1.439031e+01 3.165121e+00 -1.605887e+01 1.137868e+01
##
## 1.534770e+01 2.443318e+01 2.929337e+00 -1.460660e+01 1.766549e+01
##
## 4.203881e+00 -3.888047e+01 -1.428899e+01 -1.330043e+01 1.720947e+01
##
## -1.462896e+01 6.387871e-02 -1.448059e+01 -3.491788e+01 1.797340e+01
##
## -2.062764e+01 -2.689360e+00 -1.990849e+01 -2.819691e+01 3.193406e+00
##
## 2.152606e+01 -1.316072e+01 -1.099739e+01 1.104798e+01 -5.144746e-01
##
## -2.384887e+01 1.690167e+01 1.985346e+01 -1.801980e+01 -5.074222e+01
##
## 1.257818e+01 2.644880e+00 -1.549058e+01 -8.560962e-01 -3.136735e+01
##
## 3.153730e+01 1.064887e+00 -1.694311e+00 -1.114366e+01 3.987603e+01
##
## 1.696347e+01 4.501341e+01 -4.216864e+00 1.228067e+00 -8.326157e+00
##
## 6.565590e+00 2.144491e+01 -4.019442e+00 -3.476548e+01 -1.258260e+01
##
## 2.436407e+01 6.426185e+00 3.328978e+01 -1.659457e+01 -2.822318e+01
##
## -3.971268e-01 1.038765e+01 -1.891606e+01 -2.106113e+01 1.390884e+00
##
## -1.188202e+01 2.136838e+01 -3.732113e+01 2.386714e+01 8.168792e+00
##
## 1.628493e+01 -4.067050e+00 4.585446e+00 -6.021351e+00 1.938401e+01
##
## 1.086782e+01 3.600142e+01 2.536093e+01 4.909502e+01 -4.619653e+01
##
## 5.035380e+01 -1.838855e+01 -7.024982e+01 4.091952e+00 4.264918e+01
##
## 1.103845e+02 6.961644e+00 -1.123394e+00 -4.782022e+01 -2.468504e+00
##
## -3.329927e+01 -4.314131e+01 2.243496e+01 -1.189226e+01 2.237988e+01
##
## -2.335003e+01 1.641762e+01 7.253748e-01 7.532281e+01 2.946022e+01
##
## -6.530605e+00 -4.915445e+00 -3.428805e+01 -1.148405e+01 -3.260532e+01
##
## -3.555042e+01 -3.737938e+01 2.669165e+01 2.189418e+01 -5.570347e+01
##
## -3.700978e+01 -3.818608e+01 -1.990865e+01 2.808284e+01 1.386856e+01
##
## 1.817221e+01 1.748569e+01 3.487370e+01 6.257479e+01 1.333597e+01
##
## -8.730145e+01 -2.216366e+01 -5.204906e+01 -1.432531e+01 -1.240221e+01
##
## -1.079302e+00 4.518355e+00 6.608986e+01 2.134503e+01 6.133130e+00
##
## 9.166396e+01 -9.040467e+01 6.080964e+00 1.063285e+00 -4.857985e+01
##
## -1.236806e+01 5.315665e+00 -9.932912e+01 3.393969e+01 1.025168e+01
##
## -4.074448e+01 -2.701167e+01 6.923593e+00 -3.396263e+00 -2.449833e+01
##
## 1.207159e+01 -2.951621e+01 7.820688e+00 -1.524953e+01 2.060251e+01
##
## 4.983216e+01 -3.733455e+01 2.898132e+01 -6.733970e+01 4.084486e+01
##
## 1.950199e+01 -2.656625e+01 -6.090840e+00 -1.722357e+00 8.774623e+01
##
## 3.513300e+01 -7.515065e+01 -9.361916e+00 3.039335e+00 2.284649e+01
##
## -1.099942e+01 5.592377e-01 3.279398e+01 -1.221069e+01 -1.560636e+01
##
## 6.711899e+01 -2.831960e+01 1.646243e+01 3.495406e+01 -1.661475e+01
##
## 1.514260e+00 -9.512200e+00 -6.159281e+00 2.844276e+01 -3.603987e+00
##
## -3.295031e+01 -4.081389e+01 1.922197e+01 1.975880e+01 5.256240e+01
##
## -1.761189e+01 -2.086146e+01 -1.025836e+01 -2.405846e+01 6.988580e+00
##
## 4.426648e+00 -3.838409e+01 2.215896e+01 3.266683e+01 7.861304e+01
##
## -4.064523e+01 -3.511205e+01 -3.265070e+01 5.234562e+01 -6.124852e+01
##
## -4.648652e+01 -1.388000e+01 -4.892556e+00 -1.088739e+00 -3.165255e+01
##
## -2.931368e+01 -4.977472e+00 1.410175e+01 -4.199500e+01 -1.255390e+01
##
## -2.144104e+01 8.803246e+00 1.757179e+01 -1.733391e+01 9.221477e+00
##
## 1.165344e+00 -5.735264e+00 1.747685e+01 7.476528e+01 -2.052074e+01
##
## 7.567754e+00 2.969396e+01 -2.176404e+01 -1.839398e+01 -5.672111e+01
##
## -5.198569e+00 6.218391e+01 -3.274000e+01 1.817554e+00 3.014112e+01
##
## -3.837638e+01 3.665737e+01 -3.992281e+01 -1.075479e+01 2.166060e+01
##
## -4.493060e+01 3.197743e+01 -4.038955e+01 7.088083e+01 2.759629e+01
##
## 3.301949e+01 5.204100e+01 1.250407e+01 1.739920e+01 -9.745580e+01
##
## -8.043407e+01 -3.257153e+01 3.930324e+01 -4.959472e+00 9.749156e+00
##
## -7.463057e+00 2.654664e+01 1.316260e-01 1.982535e+01 -5.088650e+01
##
## -7.268292e+01 1.253513e+01 3.028654e+01 8.327867e+00 1.724740e+01
##
## 2.666284e+01 1.766379e+01 4.119198e+01 -5.115969e+01 7.711860e+01
##
## -2.410982e+01 -4.511344e+01 -5.932098e+01 5.411900e+01 -1.841888e+01
##
## -3.394211e+00 -3.012003e+01 -2.920575e+01 -3.950794e+01 4.142519e+01
##
## 8.996577e-01 2.497345e+01 -4.830747e+01 4.289835e+01 4.153544e+01
##
## 5.538025e+01 -1.162658e+01 -2.256171e+01 2.595104e+01 1.699132e+01
##
## 1.334053e+01 -2.678091e+01 -4.178964e+01 -4.098448e+01 4.481994e+01
##
## -3.075756e+01 8.869927e+00 -3.208417e+01 -3.597820e+01 7.059332e+01
##
## 2.436750e+01 3.118903e+01 -7.543738e+01 5.918860e+01 -1.480025e+01
##
## 2.374632e+01 -1.807318e+01 -8.387282e+00 -5.936930e+01 4.869135e+00
##
## -5.782667e+00 1.296154e+01 -9.800283e+00 -2.071142e+01 -2.435996e+01
##
## -3.035881e+00 4.988318e+01 -4.071973e+01 -2.040378e+01 -8.455247e+00
##
## 2.467847e+01 5.319110e+00 9.250560e+00 4.419857e+01 -7.687072e+00
##
## 8.227218e+01 -3.073339e+01 6.135933e+01 -2.762497e+01 4.150540e+01
##
## -2.171107e+01 -3.478574e+01 5.642593e-01 -6.974259e+00 -5.045164e+00
##
## 4.799027e+01 2.308944e+01 1.141996e+01 -1.364035e+00 -1.208204e+01
##
## 2.028483e+01 -1.934249e+01 -1.216822e+01 -8.889674e+01 2.266768e+01
##
## 7.417902e+00 -3.478386e+01 7.933871e+01 -2.957627e+01 -3.870005e+01
##
## -1.460931e+01 4.118441e+01 -2.416524e+01 1.824445e+01 3.738367e+01
##
## -5.315954e+00 -1.529865e+01 6.233051e+01 4.613846e+01 -1.858812e+01
##
## 4.680211e+01 1.187012e+01 -4.931966e+00 -4.674849e+01 2.465777e+01
##
## -7.154355e+01 -7.466468e+01 7.338835e+01 2.264971e+01 -6.470363e+01
##
## 1.746452e+00 7.613253e+01 -3.908537e+01 -6.783253e+01 5.277808e+00
##
## -2.624700e+01 -2.805785e+01 8.069540e+01 -6.255721e+00 1.204667e+01
##
## -5.195647e+00 1.400482e+01 1.444650e+01 -4.723450e+01 -2.729055e+01
##
## -1.879346e+01 -2.526551e+01 -1.161581e+01 -2.877099e+01 6.273465e+01
##
## 7.864000e+01 -3.089785e+01 3.361863e+01 -2.479664e+01 -4.651488e+01
##
## -2.759311e+01 2.789276e+01 -4.051492e+01 3.957847e+01 -3.345802e+01
##
## -1.904580e+01 -1.241948e+01 5.679343e+01 -5.862617e+01 -3.909670e+01
##
## -2.123795e+00 -2.262984e+01 2.447200e+01 -3.073988e+01 1.974349e+01
##
## 3.571255e+01 5.052034e+01 1.967910e-01 -1.407020e+01 -4.829113e+01
##
## -7.882553e+01 -1.099849e+01 3.105352e+01 -1.790856e+00 1.540489e+01
##
## 8.655258e+00 -1.009473e+01 -2.990670e+01 -1.416179e+01 4.322840e+00
##
## 2.200097e+01 7.867037e+01 -2.306272e+01 2.190560e+01 -8.237100e+01
##
## 6.189250e+01 -5.941260e+01 3.777065e+01 4.146968e+01 -4.690479e+01
##
## 4.833587e+01 -6.253698e+01 1.996399e+01 5.447635e+01 5.262139e+01
##
## 4.402600e+01 -4.483651e+01 -3.618701e+01 -3.190490e+00 5.585313e+01
##
## 5.032188e+00 -2.767076e+01 1.049107e+01 -4.513426e+01 3.938128e+01
##
## 6.094952e+01 -1.880530e+01 -3.206288e+01 -3.601389e+01 4.452242e+01
##
## -1.090617e+01 3.482008e+01 5.872673e+00 -8.011428e+01 -7.919196e+01
##
## 3.996979e+01 1.100581e+01 -3.396747e+01 -7.128585e+01 3.698224e+01
##
## 2.013101e+01 -1.100296e+01 -2.669370e+01 -8.518988e+01 -1.982356e+01
##
## 2.112686e+01 2.168137e+01 -4.479144e+01 -2.782275e+01 1.864558e+01
##
## 4.429314e+01 -1.699317e+01 8.377829e+00 4.235468e+00 1.942793e+01
##
## -9.261086e+00 -3.257551e+01 2.000442e+01 2.948522e+01 -2.368388e+01
##
## -2.979749e+01 -4.045877e+00 -7.962415e+00 -2.305338e+01 -2.412204e+01
##
## 7.830781e+01 -2.319549e+01 -9.959853e+00 4.809594e+01 2.584862e+00
##
## 1.589948e+01 3.269298e+01 -6.248610e+01 -5.802722e+01 1.815394e+01
##
## 1.407363e+01 5.670235e+00 -1.270999e+01 4.300767e+01 -1.649600e+01
##
## -1.294214e+01 -9.875723e-01 3.983550e+01 -6.278741e+01 1.747524e+00
##
## -4.810795e+01 5.455246e-01 1.020630e+01 3.234608e+01 -1.407486e+01
##
## -9.129560e+00 5.911477e+01 -2.575202e+01 -3.955101e+01 4.555923e+01
##
## 2.716316e+01 3.786501e+01 2.801828e+01 1.917922e+01 2.778425e+01
##
## -4.200202e+00 -1.697796e+01 -1.660374e+01 7.828754e+00 1.242916e+01
##
## 2.165660e+01 -1.808657e+01 1.612029e+01 -4.600806e+00 -1.178212e+01
##
## -2.610046e+01 -3.105945e+01 -3.641423e+01 1.351072e+01 -1.571343e+01
##
## 1.949531e+00 -7.791701e+00 -2.484101e+01 4.453232e+01 -4.601071e+01
##
## 7.701744e-01 1.856499e+01 -3.701021e+01 3.798583e+01 -1.625157e+01
##
## -1.890028e+01 -1.942249e+01 -2.976075e+01 -4.721391e+01 -2.962646e+01
##
## 2.998306e+01 2.081407e+01 -4.102173e+01 2.079079e+00 -3.010471e+01
##
## 3.456636e+01 8.745352e+00 -3.225276e+01 -2.107976e+01 4.999054e+01
##
## 1.061921e+00 -1.121991e+01 -5.427125e+01 1.542728e+01 3.741490e+01
##
## -8.926340e+00 -1.122549e+01 -5.761365e+01 8.797137e-01 -2.849520e+00
##
## 2.727901e+01 6.459477e+00 9.938294e+00 1.015374e+01 -4.816336e+01
##
## 1.972578e+01 1.316165e+01 -6.767414e+01 2.938198e+00 -5.957860e+00
##
## -8.452356e+00 -3.557178e+01 -4.241411e+01 8.375902e+00 8.211986e+01
##
## 5.493428e+01 -1.445619e+01 -6.718051e+01 3.485123e+01 2.699007e+01
##
## 1.327171e+01 1.406572e+01 1.999850e+01 1.505318e+01 3.297404e+01
##
## -1.225451e+00 -3.151695e+01 2.389200e+01 2.938308e+01 4.018784e+01
##
## 4.064973e+00 1.807242e+01 -1.574494e+01 -2.512635e+01 -7.935470e+00
##
## 4.065972e+01 3.557790e+01 8.616133e+01 -3.339870e+00 -5.058069e+01
##
## 2.705813e+01 2.975637e+00 2.142869e+01 4.113100e+01 -4.523180e+01
##
## 1.634167e+01 -3.532649e+01 -1.933331e+01 5.298129e+00 2.843175e+01
##
## 3.306968e+01 1.672828e+00 -1.930192e+01 6.855703e+00 2.641267e+01
##
## 1.660063e+01 -4.205198e+01 -4.987531e+01 4.017129e+01 3.504230e+01
##
## -1.344082e+01 -3.036594e+01 1.934145e+01 -3.776648e+01 -6.998811e+01
##
## 5.914901e+01 -1.605357e+01 8.643741e+00 -4.979547e+00 -8.791396e+01
##
## -1.709091e+01 -3.769339e+01 -1.018906e+00 2.558766e+01 2.479339e+01
##
## 7.578667e-01 -1.134160e+01 2.585045e+01 1.493541e+01 -2.130505e+01
##
## -2.980726e+01 -2.729599e+01 4.436871e+01 -1.879227e+01 4.591712e+00
##
## 2.519650e-01 3.795735e+01 -8.651312e+00 -1.204214e+01 3.473275e+00
##
## -1.161540e+01 3.830439e-01 6.458717e+01 2.651884e+01 -1.754610e+01
##
## -4.410593e+00 -8.873546e+00 -9.372043e+00 2.966600e+01 4.574717e+01
##
## 3.924606e+01 -6.817714e+01 -4.527478e+01 -2.077777e+00 4.017169e+01
##
## -5.300028e+01 -3.497080e-01 5.286140e+01 9.697229e+00 -5.673531e+01
##
## 1.382003e+01 -6.488644e+00 -1.542393e+01 -3.022000e+00 1.264134e+01
##
## -4.634680e+00 2.728483e+01 2.351211e+01 1.757603e+01 -1.118100e+01
##
## 3.399867e+01 -2.869366e+00 -1.923124e+00 -5.134192e+01 -1.346587e+01
##
## -1.242669e+01 -5.859085e+01 -4.012854e+01 -3.599307e+01 -3.086242e+01
##
## 1.112081e+01 3.708298e+01 -4.387014e+01 -4.853685e+01 -1.639219e+01
##
## -5.509648e+01 2.762086e+00 2.312459e+00 -1.361261e+01 -6.319854e+00
##
## 1.494648e+01 2.162178e+01 1.836068e+01 -5.142118e+01 -5.235773e+01
##
## 2.293788e+01 1.811292e+01 1.661977e+01 -3.562757e+01 6.138279e-01
##
## 1.236974e+01 1.727566e+01 1.645191e+01 3.277918e+01 4.271747e+00
##
## 3.232267e+01 3.161785e+01 -5.775965e+00 -2.293809e+01 7.103815e+00
##
## -1.285725e+01 4.831611e+01 -1.322974e+00 9.583140e+00 -3.304260e+01
##
## 3.233731e+01 5.470573e+00 2.482746e+01 2.449989e+01 4.007729e+01
##
## -1.197677e+01 5.660491e+00 5.980180e-01 -1.844418e+01 4.071440e+01
##
## -1.751626e+01 -3.385473e+01 -5.011347e+01 -3.888055e+01 1.329824e+01
##
## 2.439266e+01 -1.077898e+01 4.446670e+01 2.132210e+01 -3.821920e+01
##
## 1.072386e+01 -1.461936e+01 1.606354e+01 1.907344e+01 8.516936e+00
##
## -1.081367e+01 -1.000096e+01 -1.828413e+01 -3.420823e+01 6.218925e+01
##
## -3.389217e+01 1.987420e+01 -4.944669e+01 7.923714e+00 2.704421e+01
##
## -1.418568e+00 6.390254e+01 -2.730025e+01 -2.569643e+01 4.080890e+01
##
## -2.568322e+01 6.605424e-01 -1.172127e+00 -1.194733e+01 -8.326805e+00
##
## 8.543807e+00 8.954627e+00 8.800948e+00 -6.220737e+01 -4.905357e+01
##
## 2.985111e+00 -4.383636e+00 -4.803650e+01 -1.949434e+00 8.201565e+00
##
## -2.861693e+01 3.212708e+01 -2.682518e+01 3.039490e+01 3.322844e+01
##
## -8.125726e+00 -1.004438e+01 -4.950266e+00 2.792885e+00 2.556380e+01
##
## -3.885807e+01 2.944943e+01 3.933665e+00 -3.956685e+01 1.917130e+01
##
## -6.774403e+01 -1.047564e+01 8.179940e+01 5.252715e+01 1.213413e+01
##
## -4.799315e+00 -6.556291e+01 -1.636961e+01 -7.254035e+00 1.282735e+01
##
## 4.695994e+01 -1.101961e+01 9.280844e+00 4.430592e+01 -9.607868e+00
##
## -4.320801e+01 1.090208e+01 -3.660236e+01 8.324801e+00 -3.266227e+01
##
## 6.694302e+01 4.049542e+01 3.863016e+01 -4.013151e-01 5.450932e+00
##
## -1.875106e+01 6.946852e+01 -1.500139e+01 1.585536e+00 -4.080891e+00
##
## 3.114159e+01 -2.653606e+01 -2.618584e+01 9.020525e+00 -6.968549e+00
##
## -6.121960e+01 3.239201e+01 5.829080e+01 2.793636e+00 -7.730292e+01
##
## 9.453436e+00 -3.643099e+01 -1.391675e+01 -3.708892e+01 3.567086e+01
##
## 1.056168e+01 2.316756e+01 1.865021e+01 9.434341e+00 1.314625e+01
##
## -1.525526e+01 -7.042314e+00 3.787233e+01 -1.742602e+01 -7.010368e+01
##
## 2.689380e+01 -4.732133e+00 2.033515e+00 -2.506265e+01 -1.855134e+01
##
## 4.732200e-01 5.950055e+01 2.704146e+01 1.293366e+01 3.927358e+01
##
## -2.930396e+01 2.632269e+01 -5.530580e+01 3.054756e+00 5.641296e+00
##
## -3.415102e+00 4.393476e+00 6.007411e+01 3.325514e+01 4.037179e+01
##
## 4.022633e+01 -1.417102e+01 -7.459917e+00 -2.006098e+01 2.980315e+01
##
## 8.685887e+01 3.295995e+00 -2.673659e+01 -1.166467e+01 1.613106e+01
##
## -2.421157e+01 -6.824666e+01 9.006486e+00 -5.769275e+01 5.121647e+01
##
## -4.956257e+01 -1.506663e+01 3.534739e+01 2.805468e+00 7.656400e+00
##
## -3.280658e+01 -2.906090e+01 2.404209e+01 -2.410596e+01 1.316317e+00
##
## 1.009425e+01 1.852102e+00 -3.287295e+01 -5.176180e+01 -1.701871e+01
##
## -1.496754e+01 1.424721e+01 1.919574e+00 -5.927722e+01 1.447382e+01
##
## -8.516232e+00 -7.234315e+00 4.512599e+01 -2.993310e+01 -6.081488e+01
##
## -4.212860e+01 2.113025e+01 3.067542e+01 2.110844e+01 -1.003740e+01
##
## -1.442447e+01 -3.965142e+00 -2.703356e+01 9.361755e+00 -4.701996e+00
##
## -4.655836e+01 2.493635e+01 -3.600656e+00 4.104518e+01 1.146200e+01
##
## 2.633247e+01 -1.653911e+01 9.967828e+00 -9.579808e+01 -4.373704e+01
##
## 1.821623e+01 4.629303e+01 -1.335816e+01 1.882908e+01 -4.613454e+01
##
## 4.349302e+01 -8.707750e+00 5.401038e+01 1.831452e+01 -5.816127e+01
##
## -1.376899e+01 -1.570955e+01 -8.522342e+00 9.558796e+00 3.851976e+01
##
## 6.206069e+00 1.775152e+01 1.520277e+01 -5.601666e+01 1.139302e+01
##
## 2.886730e+00 5.366214e+00 -7.120717e+00 8.719545e+00 -5.802270e+01
##
## 2.794458e+01 -7.370062e+00 4.811521e+01 2.211185e+01 -1.977324e+01
##
## 1.408365e+01 1.396300e+01 -1.363092e+01 -1.543769e+01 -1.750881e+01
##
## -2.744895e+01 -2.603270e+01 1.748213e+01 -8.929432e+01 -5.837302e+01
##
## -3.516049e+00 1.364979e+01 -5.493588e+01 -5.072495e+01 -3.449965e+01
##
## -4.328660e+00 -4.407309e+01 -7.565335e+00 2.540473e+01 -1.949081e+01
##
## -4.110248e+01 1.514068e+01 -5.743237e+00 -5.964629e+01 9.532039e+00
##
## -8.556622e+01 5.362649e+00 4.789275e+00 -2.273889e+01 2.099024e+01
##
## -1.749511e+01 4.097534e+00 -1.034018e+01 -2.286274e+01 -5.348073e+01
##
## -4.747718e+00 1.365559e+01 4.469454e+01 2.338048e+01 -1.315016e+00
##
## 5.037451e+01 3.350426e+01 -3.488640e+01 -7.939433e+01 -4.968685e+01
##
## 5.874247e+00 1.471666e+01 1.607198e+01 1.218455e+01 -4.033645e+01
##
## -1.058833e+01 2.604731e+01 1.673022e+01 6.618406e+01 6.208586e+00
##
## -1.692746e+01 7.958284e+00 5.188927e+00 4.356697e+01 4.447173e+01
##
## 2.403635e+01 -3.133706e+01 3.132666e+01 -5.850897e+01 -2.750992e+01
##
## -1.247125e+01 1.748272e+01 6.908988e+00 7.048444e+01 -3.043710e+01
##
## 1.391062e+01 -1.196910e+01 -4.468064e+01 2.849523e+01 -6.409632e+00
##
## -8.640990e+00 -7.214111e+00 1.251424e+01 -1.444445e+01 -7.267407e+01
##
## -2.049239e+01 -3.454464e+01 1.091719e+00 -4.709021e+01 2.112941e+01
##
## 5.195984e+01 -4.974704e+01 -1.838813e+01 -2.448935e+01 -6.226816e+00
##
## -1.362991e+01 -1.577597e+01 5.621695e+01 2.625542e+00 6.187409e+00
##
## 1.287967e+01 7.320912e+00 1.103690e+01 -6.998395e+01 -2.841245e+01
##
## -5.395093e+01 -1.678967e+01 9.589648e+00 6.058830e+01 -2.709260e+01
##
## 7.178959e+01 -5.132100e+01 3.825898e+01 2.388178e+01 -2.339431e+01
##
## -1.655065e+01 -7.607803e+01 5.526185e+01 2.369856e+01 1.179278e+01
##
## 3.700704e+01 1.135144e+01 4.686162e+01 -2.948768e+01 -3.299406e+01
##
## -1.341714e+01 -4.732558e+01 -8.140041e+00 -3.198867e+00 3.164123e+00
##
## 6.064704e+00 1.640417e+01 -9.541002e+00 -7.324549e+00 -4.996251e+01
##
## 2.664416e+01 2.933578e+01 -2.613370e+01 8.118813e+01 1.389434e+01
##
## 3.676286e+01 2.121594e+01 8.709463e+01 6.675478e+01 -1.972102e+01
##
## -4.963126e+01 8.182006e-01 3.679277e+01 -3.289795e+00 -2.777513e+00
##
## 6.032746e+01 4.840786e+01 3.313212e+01 1.188710e+01 -5.319137e+01
##
## -3.059265e+01 5.632622e+00 -5.616565e+01 -2.051313e+01 -8.606484e+00
##
## -9.210138e+00 1.906863e+01 2.633488e+01 -1.663445e+01 1.090260e+01
##
## -1.214546e+01 5.508831e+01 -4.555185e+01 -2.087792e+01 1.133189e+00
##
## -1.143217e+01 -3.805595e+01 -2.030112e+01 -3.922393e+00 1.530431e+01
##
## 3.593085e+00 -5.419079e+01 -3.321158e+01 4.861487e+01 1.041902e+01
##
## 2.526059e+00 2.172872e+01 4.828652e+01 3.467642e+00 5.416346e+01
##
## -4.524644e+01 2.791376e+01 3.139482e+01 -1.822084e+01 -1.046655e+01
##
## -1.945925e+01 3.869886e+00 3.230592e+01 -7.878277e+00 -4.779644e+00
##
## 2.200703e+01 1.318274e+01 -1.272360e+01 1.829397e+01 -7.543809e+01
##
## -5.352988e+01 -4.592128e+00 4.376084e+01 3.311840e+00 1.205626e+01
##
## 9.246281e+00 -7.621309e+00 1.589198e+01 4.309437e+01 -1.280201e+01
##
## -6.350565e+00 1.039790e+01 -4.665705e+01 3.560867e+01 2.768132e+01
##
## -3.742509e+00 4.106178e+01 -9.844418e+00 -4.437418e+01 -6.586103e+00
##
## -1.336633e+01 -9.203680e+00 2.681887e+01 3.040743e+01 1.185188e+00
##
## 1.475986e+01 -2.344489e+01 -1.507385e+01 6.046954e+01 2.624689e+01
##
## -5.400907e+00 4.777581e+01 -3.547345e+01 -1.380413e+01 5.682634e+01
##
## 3.229907e+01 -8.038236e+01 3.685530e+01 4.712419e+01 -2.622350e+01
##
## -1.819971e+01 -6.028245e+00 -6.521811e+01 5.710105e+01 1.734596e+01
##
## -2.877350e+00 9.154441e+00 -4.255039e+00 -7.661584e+01 -4.115326e+01
##
## -3.071260e+01 -3.313458e+01 -1.081671e+01 4.780927e+01 3.134018e+01
##
## 2.520538e+01 2.855751e+01 2.209194e+01 -4.583192e+01 -1.443282e+01
##
## 8.004786e+01 -7.607802e+01 8.942876e+01 -1.123819e+01 3.353842e+01
##
## 5.996357e+01 -2.719854e+01 2.135560e+01 3.182229e+01 3.272437e+01
##
## 3.375767e+01 3.159381e+01 -4.353025e+01 1.451503e+01 -4.986774e+01
##
## -3.198986e+01 1.013773e+02 7.328106e+01 -8.271514e+01 -4.706627e+01
##
## 4.085377e+01 -4.998338e+00 2.660330e+01 -4.926902e+00 -1.298156e+01
##
## -5.546574e+01 -4.822300e+01 3.918603e+01 8.998147e+00 -5.969005e+01
##
## 4.204288e+01 2.835697e+01 -2.937544e+01 -4.041081e+01 -6.633785e+00
##
## 2.287671e-01 -2.653638e+01 5.166857e+01 -6.614835e+01 8.138874e+01
##
## 7.843476e+01 -7.432110e-01 -1.300825e+01 -1.702632e+01 -7.129932e+00
##
## 1.149978e+00 -2.531143e-01 5.581355e+01 -5.859394e+00 5.233788e+01
##
## -3.221384e+01 -6.708354e+01 1.871535e+01 2.899707e+01 -6.017730e+01
##
## 5.186123e+01 1.633187e+01 6.051464e+00 1.030518e+01 -5.431710e+00
##
## 3.988630e+01 3.543520e+01 -4.396430e+01 -1.509775e+01 -2.281348e+01
##
## -2.711212e+01 1.201141e+01 -8.606067e+00 -3.636409e+01 -5.163423e+01
##
## -9.916809e+00 3.504481e+00 -4.104834e+01 1.701893e+01 4.951660e+01
##
## -3.661678e+01 -1.372912e+01 -2.288022e+01 -2.089977e+01 -6.764202e+00
##
## -2.499717e+01 4.269518e+01 -2.316909e+01 3.441229e+00 -4.360674e+01
##
## -8.531274e+01 -3.658797e+00 3.716098e+01 -5.459930e+01 3.135946e+01
##
## -4.523354e+01 -1.184123e+00 5.036375e+01 1.379906e+01 1.174016e+01
##
## 2.610299e+01 4.197737e+01 -6.229244e+01 -3.676184e+01 -4.305095e+01
##
## -3.622942e+01 1.328947e+01 -3.593709e+01 2.922699e+01 -4.449615e+01
##
## 1.484719e+01 -5.247163e+01 -2.189898e+01 3.672033e+01 -1.984861e+01
##
## 8.065878e-01 4.795684e+01 -8.384442e+01 4.565494e+01 -3.908105e+01
##
## -3.783916e+01 -3.715485e+01 3.523540e+01 -4.338221e+01 -1.133310e+01
##
## 3.569663e+01 -4.043346e+01 -4.205416e+01 -1.008524e+01 -2.933182e+01
##
## -2.915981e+00 4.030231e+00 -1.757324e+01 -1.586577e+01 5.262875e-01
##
## 1.629087e+01 -1.087794e+01 -3.624704e+01 1.174391e+01 -6.622925e+00
##
## -3.520367e+01 1.011679e+00 8.376077e+00 6.799591e+01 2.771478e+01
##
## -4.769016e+01 -5.468326e+00 4.796332e+01 3.920032e+01 1.997048e+01
##
## -8.159691e+01 -4.318595e+01 -8.497005e+01 -3.650102e+01 2.827564e+01
##
## 2.309513e+01 6.567345e+01 -7.146631e+00 1.151461e+01 -6.234087e+00
##
## -1.022588e+01 5.751133e+01 -1.038768e+01 1.200451e+01 3.262171e+01
##
## -1.802881e+01 1.851778e+01 2.560272e+01 -1.067106e+01 1.423782e+01
##
## -2.643265e+01 9.091619e+00 -3.379360e+01 -6.131844e+01 2.010156e+01
##
## 2.351639e+01 -5.102225e+01 -4.430449e+01 -2.645974e+01 -2.989694e+01
##
## 3.032067e+01 -1.990677e+01 4.457891e+01 -1.485752e+01 1.180946e+01
##
## 3.295205e+01 -8.213047e+01 5.372782e+01 -1.597280e+01 6.007606e+01
##
## -1.651779e+01 -1.746125e+01 -7.110316e-01 8.210239e+01 3.866079e+01
##
## -2.793227e+01 7.263048e+01 -1.130975e+01 4.497969e+01 8.520492e+00
##
## 4.048307e+01 3.047342e+01 -4.582679e+00 -2.652013e+01 2.209141e+00
##
## -5.747800e-01 -4.778073e+01 3.196808e+01 2.377105e+01 7.821300e+01
##
## 6.281687e+00 5.246418e+01 5.567751e+00 2.044230e+01 7.923157e-01
##
## 1.497818e+01 2.867631e+01 -1.371120e+01 7.279616e+01 -1.434251e+01
##
## 1.185093e+01 -1.698392e+01 -1.022172e+00 -3.007503e+01 -5.983007e+01
##
## -4.298914e+00 -1.076274e+00 6.178709e+00 -1.490763e+01 1.023730e+01
##
## 1.607771e+01 6.376596e+01 -4.125299e+01 2.965504e+01 4.155178e+00
##
## 2.452836e+00 1.209272e+02 -2.797208e+01 -1.364390e+01 6.672144e+01
##
## 6.972396e+01 -1.116673e+01 1.300937e+01 -9.265686e+00 2.274595e+00
##
## -1.996124e+01 -2.981139e+01 -5.682239e+00 3.452284e+01 -2.131117e+01
##
## -1.810125e+01 -4.939499e+01 -8.189646e+01 2.921527e+01 4.560202e+00
##
## 5.786433e+01 -2.297201e+00 8.128886e+00 -2.178734e+01 2.770050e+00
##
## -7.712934e+00 8.962469e+00 3.133983e+01 6.064465e+01 3.994603e+01
##
## 1.442366e+01 4.739729e-01 -1.786571e+01 3.600351e+01 2.839862e+01
##
## -4.388710e+01 -1.187495e+01 2.422838e+01 2.376831e+01 3.123535e+01
##
## -1.320660e+01 -3.015518e+01 4.850722e+01 2.574582e+01 -3.537288e+01
##
## -3.989378e+00 4.588134e+01 -5.275087e+00 4.283698e+01 3.454594e+01
##
## -3.100302e+01 -1.492283e+00 -7.692368e+01 3.128216e+01 -3.394500e+00
##
## 3.364877e+01 -1.191872e+01 2.661811e+01 1.566888e+01 1.284545e+01
##
## 4.645076e+00 -6.391328e+00 -1.578144e+01 -3.369546e+01 6.200547e+00
##
## -2.168324e+01 -1.919773e-01 1.448639e+01 2.507155e+01 2.824463e+01
##
## -7.664877e+01 1.470088e+01 6.466417e+01 4.461050e+00 8.895493e+00
##
## 2.359900e+01 -1.788884e+01 -1.249559e+01 2.004795e+01 -3.417154e+01
##
## -2.340094e+01 3.309922e+01 2.801782e+01 -1.862612e+01 2.182254e+00
##
## -8.544227e-01 -1.169850e-01 -1.305885e+01 -1.454157e+01 4.172351e-01
##
## -9.039353e+00 2.056826e+01 -3.335768e+01 -1.921269e+01 -9.386740e+00
##
## 6.501124e+00 -3.070308e+01 1.279384e+01 -1.164017e+01 -1.532701e+00
##
## -6.614008e+00 -4.115979e+01 2.010091e+01 -6.154114e-01 -2.662753e+00
##
## 2.606298e+01 -5.680860e+01 -2.541536e+01 -2.474910e+01 -4.181188e+00
##
## -3.422266e+01 -7.718109e+00 1.146112e+00 -2.005809e+01 -2.755997e+01
##
## -1.526809e+01 5.389303e+01 5.937794e+01 5.710564e+01 -8.455552e-01
##
## 2.489273e+01 -2.967754e+01 -6.245781e+00 -2.628785e+01 -2.163756e+01
##
## -7.785649e+00 2.227260e+01 3.357007e+01 5.097548e+00 -8.972614e+00
##
## -1.568313e+01 2.095251e+00 -5.746780e-01 2.942506e+00 -2.337452e+00
##
## 7.575909e+00 8.300542e+00 -3.031434e+01 3.779538e+00 3.020084e+00
##
## 1.117223e+01 6.838715e+01 3.205382e+01 -2.412059e+01 -3.215832e+00
##
## 1.373252e+01 9.861628e+00 -5.589158e+00 -4.699031e+01 -1.124320e+00
##
## 1.269851e+01 -4.207898e+01 -6.023705e+01 1.882887e+01 1.948039e+01
##
## -1.933568e+01 -4.277804e+01 -1.079838e+01 4.979801e+00 4.771818e+00
##
## 6.925994e+00 -3.324682e+01 -4.671553e-01 4.874804e+01 -1.657142e+01
##
## 6.115527e+00 -4.222396e+01 -2.149666e+01 -2.546259e+01 2.546295e+00
##
## 3.745133e+00 9.523504e+00 1.160108e+01 4.948025e+00 -5.183038e+01
##
## -1.259137e+01 -2.033099e+00 -1.176685e+01 8.621232e+00 -1.186476e+01
##
## -4.097965e+00 3.577199e+01 -3.408947e+01 -7.959196e+00 2.787149e+01
##
## -2.298543e+00 -3.445426e+00 -2.222885e+00 2.282946e+01 -5.761376e+01
##
## 3.952912e+00 -1.504003e+01 -2.987568e+01 2.301568e+01 -3.191357e+01
##
## 6.871655e+00 -1.385076e+01 3.434211e+00 6.192752e+00 1.832990e+01
##
## -3.386638e+01 2.032172e+01 1.397860e+01 -5.831330e+00 -2.705167e+01
##
## 2.681896e+01 3.734477e+01 -3.601102e+00 3.071737e+01 2.600707e+00
##
## 1.967583e+01 -4.828649e+01 8.710961e+00 -1.626095e+01 1.809501e+00
##
## -3.692676e+01 -2.197014e+01 2.888208e+01 -5.141751e+01 2.179822e+00
##
## 2.429732e+01 -5.494380e+01 5.514356e+01 -5.383248e+01 -4.515480e+01
##
## 4.309855e+01 -1.188854e+01 3.247615e+00 -3.697440e+00 2.074411e+01
##
## -4.534923e+01 3.769529e+01 -2.848724e+00 3.960083e+00 2.000802e+01
##
## -1.197869e+01 -1.754465e+01 1.601147e+01 -1.690912e+01 2.122619e+01
##
## -1.606405e+01 1.218268e+01 -3.154186e+00 -9.059980e+00 -3.244248e+01
##
## -3.127525e+01 -3.969695e+01 2.059210e+01 -1.026676e+01 8.773388e+00
##
## -3.962744e+00 1.558349e+01 -9.044131e-01 3.439463e+01 -1.035901e+01
##
## -1.736230e+01 -1.955142e+01 3.064064e+01 2.795671e+01 3.852953e+01
##
## -3.631828e+01 -5.871816e+00 6.207824e+01 3.587198e+01 3.702747e+01
##
## -1.235528e+01 -4.044529e+01 1.892985e+01 1.883214e+01 5.345611e+01
##
## -4.156158e+01 3.613670e+01 -1.008033e+01 1.136379e+01 -3.557551e+01
##
## 1.363114e+00 -9.750596e+00 4.401250e+01 -8.172067e+00 -3.287334e+01
##
## 4.661768e+01 2.018203e+01 -6.984497e+01 -9.632560e+00 1.807977e+01
##
## -1.313378e+01 -1.297190e+01 -6.665487e+01 -6.431355e+01 2.632478e+01
##
## 4.620801e+01 3.386154e+01 -3.544801e+01 -5.685228e+01 -1.175926e+01
##
## -2.011846e+01 -1.214645e+01 4.421760e+01 -9.943755e+00 -4.214132e+01
##
## -2.686000e+01 3.864819e+01 2.685608e+01 -3.224647e+01 -4.487214e+01
##
## -3.908484e+01 -4.646046e+01 2.874668e+01 3.157387e+01 -5.426789e+01
##
## 2.283938e+01 -2.182681e+01 -3.044158e+00 7.143851e+00 2.301559e+00
##
## -1.029362e+01 -7.093465e+01 -1.554021e+01 2.296114e+01 -1.018327e+02
##
## -7.808414e+01 -5.091894e+00 4.914442e-01 1.693716e+01 -4.525989e+01
##
## 3.806196e+01 -8.549407e+01 -1.182015e+01 -2.251190e+01 1.548405e+01
##
## -2.274300e+00 -6.308571e+01 2.669170e+01 -8.671700e+00 2.763391e+01
##
## -1.033140e+01 -3.371926e+01 7.519662e+01 -9.383428e+00 1.284513e+01
##
## -4.289142e+01 1.219119e+01 2.022896e+00 -7.648528e+01 -7.113193e+01
##
## 3.118906e+01 3.415170e+01 -6.786107e+01 -4.138903e+00 2.561932e+01
##
## -2.432050e-01 2.305426e+01 -2.160635e+01 6.097741e+01 6.708017e+01
##
## 7.627458e+01 1.930673e+01 -9.787895e+01 9.069120e+01 1.360459e+01
##
## -3.422627e+00 1.076569e+02 4.438873e+01 2.231411e+01 2.083483e+00
##
## -6.409931e+01 1.535735e+01 3.976200e+00 1.132078e+01 6.213558e+00
##
## -8.164452e+01 2.949798e+01 2.050119e+00 -5.948285e+01 -5.784213e+00
##
## -7.155216e-01 6.102350e+01 3.088032e+01 -2.718401e+01 -2.684844e+01
##
## 9.542428e+00 4.466849e+01 4.478108e+01 4.437570e+01 8.037060e+01
##
## -7.865372e+00 -2.284412e+01 -1.018897e+01 1.493527e+01 2.400085e+00
##
## -4.748182e+01 3.781371e+01 6.180332e+01 -6.014118e+00 -6.507157e+01
##
## 2.785701e+01 -3.523064e+01 7.547010e+01 -1.620089e+01 -1.548451e+01
##
## -6.232305e+01 4.779149e+01 2.266802e+00 6.419457e+01 4.269226e+01
##
## 6.828336e+00 -2.773740e+01 1.827729e+01 1.060652e+01 -1.010669e+02
##
## -9.683169e+00 -1.762559e+00 -3.157881e+00 -2.028573e+01 3.366880e+01
##
## -1.605680e+00
##
## $rank
## [1] 2
##
## $fitted.values
## 1 2 3 4 5 6 7 8
## 196.5845 196.9646 196.7396 196.3687 197.0791 195.1852 195.1850 197.8365
## 9 10 11 12 13 14 15 16
## 197.7286 195.7592 194.5338 196.9404 196.9469 195.4344 195.2486 193.0192
## 17 18 19 20 21 22 23 24
## 194.7926 196.0130 196.8186 195.7335 196.3182 194.7990 197.2324 196.5184
## 25 26 27 28 29 30 31 32
## 197.2044 196.5094 194.3628 197.9152 195.6047 197.5690 197.5685 196.7803
## 33 34 35 36 37 38 39 40
## 196.3145 194.5156 197.6404 196.7904 195.8880 197.2017 196.7338 195.9000
## 41 42 43 44 45 46 47 48
## 198.1826 197.3113 195.1796 198.4869 196.4479 193.9791 198.3811 197.4696
## 49 50 51 52 53 54 55 56
## 194.1885 196.4535 195.4061 198.1282 196.7462 198.1445 196.4100 194.8567
## 57 58 59 60 61 62 63 64
## 195.1797 195.9633 197.2577 196.6257 194.5879 196.5539 193.9575 195.9048
## 65 66 67 68 69 70 71 72
## 194.4984 196.4045 194.1080 195.4188 197.9845 195.8506 199.0550 194.3982
## 73 74 75 76 77 78 79 80
## 196.8186 196.1989 197.6277 195.7299 196.1909 193.5649 195.9379 194.6304
## 81 82 83 84 85 86 87 88
## 195.1955 198.0371 198.5586 195.4455 196.0506 197.9342 195.4646 196.4651
## 89 90 91 92 93 94 95 96
## 198.0158 195.2099 197.2243 195.0140 196.6504 195.3230 198.1993 195.5476
## 97 98 99 100 101 102 103 104
## 196.0425 196.4625 195.9098 196.5710 195.9490 198.2152 198.1592 193.8831
## 105 106 107 108 109 110 111 112
## 194.1213 196.1979 196.2771 198.5484 195.3560 197.9129 198.0758 198.0057
## 113 114 115 116 117 118 119 120
## 193.8259 196.6832 196.3945 195.3058 197.7611 197.5447 198.6836 192.7579
## 121 122 123 124 125 126 127 128
## 195.4164 197.3625 195.4190 195.5164 195.1553 195.3778 195.0761 195.8595
## 129 130 131 132 133 134 135 136
## 197.3215 197.2360 198.3224 194.0908 197.0801 194.5835 193.9174 195.2905
## 137 138 139 140 141 142 143 144
## 197.6425 195.3460 197.9474 195.4678 197.4638 196.5576 192.1267 195.8189
## 145 146 147 148 149 150 151 152
## 196.4067 197.8769 196.7119 198.7511 196.0833 196.7131 197.3722 195.8603
## 153 154 155 156 157 158 159 160
## 197.1357 197.8568 196.8768 196.7252 196.2925 198.0911 194.1901 196.4304
## 161 162 163 164 165 166 167 168
## 196.8029 196.2275 197.1882 198.5499 198.1338 197.6732 193.2230 195.5852
## 169 170 171 172 173 174 175 176
## 196.6521 198.4329 194.0477 196.5239 195.6669 197.5126 198.8876 195.1652
## 177 178 179 180 181 182 183 184
## 196.0584 196.8085 196.0005 194.7910 195.4589 195.1169 193.6240 198.2946
## 185 186 187 188 189 190 191 192
## 197.8400 198.5750 192.2881 195.4771 197.3458 195.6967 197.0148 197.0102
## 193 194 195 196 197 198 199 200
## 197.3799 197.4268 196.0922 196.6231 197.5455 194.0206 194.7287 198.2685
## 201 202 203 204 205 206 207 208
## 197.3701 197.3986 197.9590 198.0942 199.1786 197.7805 198.8745 194.1841
## 209 210 211 212 213 214 215 216
## 197.6096 194.1096 196.3290 196.4757 195.7917 198.1934 197.0411 193.5709
## 217 218 219 220 221 222 223 224
## 199.4839 195.8715 197.2227 195.2310 197.0301 195.7303 197.2998 198.3584
## 225 226 227 228 229 230 231 232
## 196.8076 195.6145 196.1574 198.7320 198.1120 197.0275 194.8315 195.8429
## 233 234 235 236 237 238 239 240
## 196.1760 197.2219 195.2987 197.1369 195.9921 198.0205 195.2210 196.2254
## 241 242 243 244 245 246 247 248
## 197.5754 196.6500 196.5962 195.3259 198.7404 197.0782 196.8018 198.6809
## 249 250 251 252 253 254 255 256
## 193.7043 196.9810 197.9251 196.7484 196.1251 193.3571 196.6532 197.7356
## 257 258 259 260 261 262 263 264
## 195.3081 196.1522 195.4298 197.4312 195.5192 197.3582 195.7550 196.8577
## 265 266 267 268 269 270 271 272
## 196.7942 194.9864 197.6265 197.7010 196.4197 197.4733 195.3548 196.2586
## 273 274 275 276 277 278 279 280
## 196.2884 193.9444 197.4014 194.0252 194.9921 195.1590 195.6685 197.8180
## 281 282 283 284 285 286 287 288
## 196.6036 197.7906 196.7040 191.6903 196.0861 198.8777 197.4361 192.1313
## 289 290 291 292 293 294 295 296
## 194.2605 195.6256 197.0996 199.0885 196.7223 197.9752 197.4943 198.8197
## 297 298 299 300 301 302 303 304
## 195.6966 196.3811 193.9270 195.0559 196.2820 198.2085 197.2594 195.3562
## 305 306 307 308 309 310 311 312
## 195.3309 197.4981 198.2451 196.8614 197.5501 197.3803 192.4140 193.9022
## 313 314 315 316 317 318 319 320
## 195.0884 192.4909 194.2631 198.2066 196.1402 193.3423 195.7407 195.5598
## 321 322 323 324 325 326 327 328
## 197.6897 197.4067 194.4895 198.2632 193.4084 197.8576 196.0665 196.5209
## 329 330 331 332 333 334 335 336
## 194.9726 196.1980 195.8981 196.9751 197.0421 197.4309 195.4301 195.7547
## 337 338 339 340 341 342 343 344
## 194.0368 196.9661 196.5333 196.8792 197.9833 194.9157 197.5599 198.1773
## 345 346 347 348 349 350 351 352
## 197.3118 193.4197 196.7813 193.3877 197.0396 196.4834 197.4628 194.6075
## 353 354 355 356 357 358 359 360
## 197.0599 198.6537 195.5048 198.1367 195.7987 195.0827 194.8043 198.1150
## 361 362 363 364 365 366 367 368
## 196.8274 197.0856 196.3757 198.2246 197.7963 195.2861 191.0401 195.0469
## 369 370 371 372 373 374 375 376
## 195.9473 194.3079 195.2580 197.1897 193.8609 198.8842 199.3867 194.9681
## 377 378 379 380 381 382 383 384
## 196.9180 196.4377 192.2833 196.6466 195.1077 195.8178 195.6466 192.4920
## 385 386 387 388 389 390 391 392
## 197.8451 196.6985 192.8076 197.3809 197.7825 195.4291 194.7137 198.5772
## 393 394 395 396 397 398 399 400
## 197.4442 197.0809 195.9704 197.2669 198.5430 195.7294 196.4234 197.7197
## 401 402 403 404 405 406 407 408
## 193.6713 197.6876 197.5295 197.8070 196.7829 191.9875 196.5770 198.4138
## 409 410 411 412 413 414 415 416
## 195.7142 195.1713 195.4320 197.6079 193.8329 195.5223 197.0885 195.5391
## 417 418 419 420 421 422 423 424
## 194.7163 196.7823 197.5376 196.3317 197.0156 196.5073 196.0343 196.8320
## 425 426 427 428 429 430 431 432
## 193.7287 193.0518 196.7329 197.6604 197.0212 194.7714 197.5169 196.1200
## 433 434 435 436 437 438 439 440
## 195.7748 195.3952 195.1283 197.3719 193.2135 198.0911 196.6474 196.3877
## 441 442 443 444 445 446 447 448
## 195.6677 195.1462 195.4927 195.5448 196.3619 196.2157 199.0625 196.5709
## 449 450 451 452 453 454 455 456
## 198.0114 195.6373 199.7288 198.6764 196.5499 196.5223 196.3065 197.6278
## 457 458 459 460 461 462 463 464
## 197.2678 197.6975 199.7919 199.0075 198.3311 194.2219 197.5591 197.0035
## 465 466 467 468 469 470 471 472
## 195.6453 195.3166 196.4467 197.5440 195.0456 198.3633 196.5340 194.7379
## 473 474 475 476 477 478 479 480
## 197.8748 197.0056 196.1198 195.6815 196.7210 193.9727 196.1597 196.8669
## 481 482 483 484 485 486 487 488
## 197.7242 195.7751 196.9916 196.6834 196.0389 197.1911 197.5943 194.9205
## 489 490 491 492 493 494 495 496
## 198.5206 197.1585 196.4699 195.0325 197.0036 196.4405 196.4917 197.5523
## 497 498 499 500 501 502 503 504
## 198.1611 198.3187 195.6696 197.0914 195.5184 196.8721 195.1394 196.3237
## 505 506 507 508 509 510 511 512
## 193.1802 197.3314 192.8440 196.6227 198.6972 194.7743 192.8177 196.3910
## 513 514 515 516 517 518 519 520
## 193.6678 196.0890 196.7525 192.9583 192.2374 197.2047 195.1283 195.6739
## 521 522 523 524 525 526 527 528
## 196.4744 196.1077 197.3966 197.9799 192.8830 196.8952 198.5435 196.9084
## 529 530 531 532 533 534 535 536
## 194.8105 197.0507 195.3401 193.2668 195.4406 196.7859 195.4542 197.6030
## 537 538 539 540 541 542 543 544
## 196.9158 198.5360 198.3762 198.0327 196.7257 195.5560 197.9214 194.8656
## 545 546 547 548 549 550 551 552
## 198.2517 199.3994 191.6106 197.2335 195.6352 197.4432 195.8052 197.0178
## 553 554 555 556 557 558 559 560
## 197.4873 198.8603 195.5830 195.0647 199.4771 198.6436 196.6503 195.0966
## 561 562 563 564 565 566 567 568
## 195.1249 197.6246 194.4582 197.6077 195.4254 196.8228 195.6978 195.8078
## 569 570 571 572 573 574 575 576
## 197.0294 197.4578 197.8836 198.5302 199.4093 197.6017 196.0697 196.5619
## 577 578 579 580 581 582 583 584
## 195.3253 197.4163 195.3448 198.2075 196.8837 198.4005 195.8625 192.3883
## 585 586 587 588 589 590 591 592
## 194.7276 195.7881 196.0669 198.3245 197.7202 197.1272 199.3206 197.3334
## 593 594 595 596 597 598 599 600
## 197.2631 196.5438 195.5748 198.1501 193.2964 196.7932 197.9864 193.2517
## 601 602 603 604 605 606 607 608
## 195.4802 195.2931 197.4090 194.8453 196.9649 197.6688 197.1604 198.7446
## 609 610 611 612 613 614 615 616
## 198.6819 197.1526 194.2972 195.1194 195.0542 192.3503 196.0415 195.8849
## 617 618 619 620 621 622 623 624
## 196.6074 195.1034 198.7859 195.9838 196.7239 194.8542 192.7972 194.5547
## 625 626 627 628 629 630 631 632
## 195.2019 196.2821 193.2069 197.0982 193.7865 196.5388 196.0513 198.3362
## 633 634 635 636 637 638 639 640
## 197.6769 194.7616 196.4958 196.7295 193.3203 197.9948 193.4266 197.8317
## 641 642 643 644 645 646 647 648
## 197.8519 195.4365 196.7094 197.3637 198.2852 195.7181 198.1385 197.2887
## 649 650 651 652 653 654 655 656
## 192.3953 195.4208 197.8519 197.5317 197.7526 196.7321 197.5801 196.0968
## 657 658 659 660 661 662 663 664
## 198.2092 196.0227 196.1972 196.6352 195.9802 198.1790 197.9881 198.6469
## 665 666 667 668 669 670 671 672
## 196.8930 199.0678 191.0856 196.1151 198.0358 195.0536 196.2031 197.6797
## 673 674 675 676 677 678 679 680
## 197.5161 197.2645 194.7619 196.6840 197.1445 195.9010 196.0442 196.4952
## 681 682 683 684 685 686 687 688
## 198.5302 195.5387 196.4703 197.7980 197.9768 196.9554 194.3225 196.5218
## 689 690 691 692 693 694 695 696
## 197.3298 198.8623 197.2076 194.5715 192.9360 196.6425 194.6148 194.3575
## 697 698 699 700 701 702 703 704
## 195.8110 196.7150 195.5966 193.7005 197.7115 197.5725 196.7977 197.4154
## 705 706 707 708 709 710 711 712
## 196.7270 194.2149 195.2994 198.6531 194.7618 197.1195 194.1264 195.0410
## 713 714 715 716 717 718 719 720
## 195.5407 197.6598 197.7843 197.6958 195.6921 198.1412 195.9518 193.5941
## 721 722 723 724 725 726 727 728
## 196.4058 195.2141 196.0053 197.5874 197.3861 197.8221 193.3773 197.5753
## 729 730 731 732 733 734 735 736
## 195.8367 197.6196 196.1991 197.0475 198.1935 197.6330 196.7169 196.9938
## 737 738 739 740 741 742 743 744
## 195.8362 198.2881 198.0902 197.8157 198.2536 194.2156 198.9268 194.2992
## 745 746 747 748 749 750 751 752
## 197.8172 195.2451 195.3198 197.0533 196.0830 196.3039 196.1548 198.2059
## 753 754 755 756 757 758 759 760
## 194.6174 196.2536 196.6198 196.7426 196.4002 197.5918 197.9044 195.4870
## 761 762 763 764 765 766 767 768
## 196.4290 194.0349 197.3785 197.9172 195.6316 196.7839 195.3371 197.3058
## 769 770 771 772 773 774 775 776
## 197.8022 194.1608 193.5594 193.3863 194.1568 197.4432 197.9799 195.4813
## 777 778 779 780 781 782 783 784
## 195.2773 198.9636 193.8374 195.7769 195.9899 195.3527 198.5509 198.7819
## 785 786 787 788 789 790 791 792
## 197.0362 196.4762 198.5204 198.4229 194.9111 195.8954 197.8399 194.4293
## 793 794 795 796 797 798 799 800
## 195.6841 195.0946 199.0472 197.6567 199.0037 196.9959 196.0979 196.6195
## 801 802 803 804 805 806 807 808
## 196.2779 198.5540 197.0113 197.7506 193.9662 197.4097 195.4547 195.0443
## 809 810 811 812 813 814 815 816
## 196.7984 195.6926 197.2648 198.4042 197.5401 198.5942 199.0027 196.0505
## 817 818 819 820 821 822 823 824
## 197.7003 196.3979 194.7151 198.0803 195.6766 195.2467 195.3201 197.9850
## 825 826 827 828 829 830 831 832
## 197.4383 195.2274 196.6459 196.2907 197.4579 196.3552 196.9686 194.2340
## 833 834 835 836 837 838 839 840
## 196.0012 196.2975 196.0901 197.2056 198.0177 195.8458 198.0134 195.8332
## 841 842 843 844 845 846 847 848
## 194.5813 198.7088 194.8887 197.4013 198.6579 198.5911 195.0758 196.0680
## 849 850 851 852 853 854 855 856
## 197.3064 194.7979 196.5781 194.2064 197.0362 193.0606 197.1688 193.6250
## 857 858 859 860 861 862 863 864
## 196.7216 195.4369 194.4770 195.2843 197.3948 195.2290 197.2393 198.9528
## 865 866 867 868 869 870 871 872
## 197.5065 196.9886 196.8164 195.9830 198.5103 195.7090 197.1326 198.3817
## 873 874 875 876 877 878 879 880
## 196.4655 199.5773 198.5111 197.6195 196.4143 194.2451 197.6297 195.1309
## 881 882 883 884 885 886 887 888
## 195.3696 196.1305 198.3790 194.5710 195.4030 196.0325 197.9620 196.2262
## 889 890 891 892 893 894 895 896
## 197.8665 195.6771 197.5430 195.2572 194.4105 196.6839 195.5943 193.7586
## 897 898 899 900 901 902 903 904
## 194.7912 198.8312 197.1511 197.0515 197.7758 199.2403 194.3837 196.8825
## 905 906 907 908 909 910 911 912
## 197.2691 194.2334 193.9150 193.2879 198.8150 197.0728 196.8014 198.6606
## 913 914 915 916 917 918 919 920
## 197.0594 198.2271 196.6730 196.3628 196.3627 197.6184 198.0010 194.5389
## 921 922 923 924 925 926 927 928
## 193.8588 193.4712 195.4285 195.7848 198.9982 198.2456 197.1220 195.6112
## 929 930 931 932 933 934 935 936
## 197.8496 198.0393 193.3603 196.3904 197.5751 197.2059 194.0477 197.0785
## 937 938 939 940 941 942 943 944
## 193.9744 198.2844 195.7999 198.1573 197.2926 199.2386 196.6260 197.5595
## 945 946 947 948 949 950 951 952
## 196.6361 196.1761 192.4369 197.8356 195.7434 194.8606 195.7072 199.3210
## 953 954 955 956 957 958 959 960
## 197.4671 197.0793 194.0085 196.2470 196.7113 198.2539 198.7157 196.7008
## 961 962 963 964 965 966 967 968
## 192.8435 196.7828 197.7944 197.5393 195.3762 196.6450 197.7522 195.6962
## 969 970 971 972 973 974 975 976
## 199.2527 194.0706 197.1740 196.1896 194.9795 196.0079 198.4974 195.2678
## 977 978 979 980 981 982 983 984
## 196.0887 197.3838 197.8692 196.6647 197.2769 197.7842 194.8448 196.0095
## 985 986 987 988 989 990 991 992
## 195.5818 198.1959 198.1835 191.7993 195.5079 196.7412 195.1329 196.2035
## 993 994 995 996 997 998 999 1000
## 193.2165 197.8609 196.5621 198.7061 195.9687 195.5354 196.8297 195.8666
## 1001 1002 1003 1004 1005 1006 1007 1008
## 194.8361 196.5172 197.4709 194.2798 196.4188 195.8747 197.0992 199.5549
## 1009 1010 1011 1012 1013 1014 1015 1016
## 197.9048 194.4408 196.4986 197.7271 198.1325 198.1661 196.6952 193.0815
## 1017 1018 1019 1020 1021 1022 1023 1024
## 197.4054 195.1569 196.4469 195.2479 195.4913 195.6756 198.3920 197.9329
## 1025 1026 1027 1028 1029 1030 1031 1032
## 197.0797 192.9445 195.1489 197.7917 196.2646 198.3960 199.4416 190.2401
## 1033 1034 1035 1036 1037 1038 1039 1040
## 195.3604 196.9101 196.7118 193.0419 195.6298 198.6724 194.5045 198.3834
## 1041 1042 1043 1044 1045 1046 1047 1048
## 195.5825 195.8032 197.7959 198.6749 196.3032 194.1813 195.4170 197.7264
## 1049 1050 1051 1052 1053 1054 1055 1056
## 196.6576 195.9857 196.3412 195.7352 196.2262 197.9034 196.0333 196.7037
## 1057 1058 1059 1060 1061 1062 1063 1064
## 197.0851 197.0515 197.4791 195.4786 197.3432 194.8513 195.5312 197.8252
## 1065 1066 1067 1068 1069 1070 1071 1072
## 195.0471 197.4458 196.0760 196.1913 190.5097 196.7125 196.4137 196.3163
## 1073 1074 1075 1076 1077 1078 1079 1080
## 195.1595 196.2266 199.1255 198.5420 196.5192 191.7274 196.9653 196.6858
## 1081 1082 1083 1084 1085 1086 1087 1088
## 198.2256 196.1347 197.6082 195.4334 196.4843 196.1794 197.8193 195.4882
## 1089 1090 1091 1092 1093 1094 1095 1096
## 198.8342 197.1747 197.7827 196.7329 197.1567 196.4970 196.2269 196.4054
## 1097 1098 1099 1100 1101 1102 1103 1104
## 192.3023 197.2446 193.7133 194.7609 198.1241 193.2008 197.6499 197.2378
## 1105 1106 1107 1108 1109 1110 1111 1112
## 196.4299 196.3695 192.3999 198.8364 193.8773 196.7778 195.1939 198.1428
## 1113 1114 1115 1116 1117 1118 1119 1120
## 196.3035 196.3520 193.1030 194.7820 196.4269 194.1942 197.2326 197.0533
## 1121 1122 1123 1124 1125 1126 1127 1128
## 195.7584 196.6402 197.8730 196.8201 194.3066 194.0820 196.9799 196.1371
## 1129 1130 1131 1132 1133 1134 1135 1136
## 197.1074 197.2582 195.7552 199.7471 195.5614 194.5851 197.6329 198.1500
## 1137 1138 1139 1140 1141 1142 1143 1144
## 195.3667 195.2638 194.3210 196.9829 195.2438 193.2947 197.4289 194.1095
## 1145 1146 1147 1148 1149 1150 1151 1152
## 196.8191 197.2402 193.8629 194.1576 197.9168 195.8807 197.9039 198.9530
## 1153 1154 1155 1156 1157 1158 1159 1160
## 196.3738 194.3742 196.0880 193.5516 195.0955 195.9165 194.1675 195.0858
## 1161 1162 1163 1164 1165 1166 1167 1168
## 197.4809 194.4668 192.5851 197.9666 195.5889 197.2637 196.8304 194.8894
## 1169 1170 1171 1172 1173 1174 1175 1176
## 197.6719 193.5826 195.5137 195.8696 196.0955 198.1865 197.0624 193.0659
## 1177 1178 1179 1180 1181 1182 1183 1184
## 198.2095 196.8330 194.1718 197.0235 197.1840 194.9213 198.4643 196.6240
## 1185 1186 1187 1188 1189 1190 1191 1192
## 195.9919 197.9395 190.3309 196.7970 196.9404 195.3929 196.8261 193.0865
## 1193 1194 1195 1196 1197 1198 1199 1200
## 199.2707 196.1690 197.6735 197.4031 197.7609 197.0646 197.1731 195.7701
## 1201 1202 1203 1204 1205 1206 1207 1208
## 197.7728 196.8166 195.7367 197.1755 196.2764 198.7027 194.9278 198.4617
## 1209 1210 1211 1212 1213 1214 1215 1216
## 194.8632 194.3782 197.5729 194.8585 197.5361 196.7478 196.7001 195.4913
## 1217 1218 1219 1220 1221 1222 1223 1224
## 196.6641 194.6802 195.6733 194.1588 196.2346 194.4783 197.4866 196.1833
## 1225 1226 1227 1228 1229 1230 1231 1232
## 197.8680 197.9968 197.8526 194.5868 197.0604 197.4735 194.6009 194.9291
## 1233 1234 1235 1236 1237 1238 1239 1240
## 198.5708 194.2292 198.5002 196.2945 198.0090 195.4846 196.0694 194.5074
## 1241 1242 1243 1244 1245 1246 1247 1248
## 197.9748 197.1552 197.0161 197.9332 196.6560 196.2708 197.6408 194.1195
## 1249 1250 1251 1252 1253 1254 1255 1256
## 197.1829 198.4088 196.3710 192.5103 197.7948 197.0527 195.2921 195.5182
## 1257 1258 1259 1260 1261 1262 1263 1264
## 196.7903 198.1393 196.6992 198.5975 197.3486 196.9448 197.5461 195.8972
## 1265 1266 1267 1268 1269 1270 1271 1272
## 197.4467 197.1476 193.2192 196.1733 197.9963 195.5111 197.1774 192.5301
## 1273 1274 1275 1276 1277 1278 1279 1280
## 194.0018 195.6262 194.2605 197.2351 196.6504 193.4328 197.8094 196.3923
## 1281 1282 1283 1284 1285 1286 1287 1288
## 197.3199 196.8917 197.4253 197.8528 194.1220 197.9128 198.2381 196.9431
## 1289 1290 1291 1292 1293 1294 1295 1296
## 194.4530 196.8516 193.1555 196.5744 199.3484 197.4582 194.8000 198.1067
## 1297 1298 1299 1300 1301 1302 1303 1304
## 197.4142 195.7328 196.6395 197.0429 195.7521 197.3711 192.3453 198.2505
## 1305 1306 1307 1308 1309 1310 1311 1312
## 197.7723 197.6061 196.9958 198.3963 196.9681 195.5713 195.3944 197.1725
## 1313 1314 1315 1316 1317 1318 1319 1320
## 197.8743 197.6142 195.9583 196.4607 198.6494 197.4765 192.9336 195.3204
## 1321 1322 1323 1324 1325 1326 1327 1328
## 194.2733 194.5048 196.8116 196.8952 199.0989 198.4253 195.9376 198.5328
## 1329 1330 1331 1332 1333 1334 1335 1336
## 196.1768 196.7434 195.6970 197.6369 192.2978 198.2363 196.4962 195.8931
## 1337 1338 1339 1340 1341 1342 1343 1344
## 197.0285 196.8722 196.4522 193.8902 198.2526 192.9495 195.8597 191.7637
## 1345 1346 1347 1348 1349 1350 1351 1352
## 196.9560 196.5595 197.1225 196.9504 197.3364 197.2788 197.1282 197.9554
## 1353 1354 1355 1356 1357 1358 1359 1360
## 194.7260 199.5178 196.1733 197.8618 194.6904 196.6312 196.8588 199.0756
## 1361 1362 1363 1364 1365 1366 1367 1368
## 197.0762 197.6406 198.3638 195.6307 197.2677 197.3188 194.6360 197.5676
## 1369 1370 1371 1372 1373 1374 1375 1376
## 195.0807 195.7718 198.2579 196.0600 196.3658 197.4838 196.2309 195.7642
## 1377 1378 1379 1380 1381 1382 1383 1384
## 195.4497 197.4380 196.0717 195.8853 196.0645 199.4555 197.5960 196.9256
## 1385 1386 1387 1388 1389 1390 1391 1392
## 197.1628 196.8631 196.3440 197.2913 197.8619 198.6184 196.8619 197.2873
## 1393 1394 1395 1396 1397 1398 1399 1400
## 196.1213 195.9291 195.7262 195.0738 196.4232 196.0502 195.0101 196.1871
## 1401 1402 1403 1404 1405 1406 1407 1408
## 194.8827 198.7631 198.5153 193.9450 197.1803 196.4266 194.4207 195.5702
## 1409 1410 1411 1412 1413 1414 1415 1416
## 198.4216 197.9887 196.5990 196.5884 198.7206 197.1768 194.3616 197.7927
## 1417 1418 1419 1420 1421 1422 1423 1424
## 198.0854 195.9645 197.2660 197.3588 197.0984 198.3481 197.0522 199.5722
## 1425 1426 1427 1428 1429 1430 1431 1432
## 196.5417 198.1838 197.2982 198.7546 197.9228 195.7907 195.9319 198.1975
## 1433 1434 1435 1436 1437 1438 1439 1440
## 194.9677 196.2539 196.8056 198.2751 196.6135 193.7734 197.2601 197.8724
## 1441 1442 1443 1444 1445 1446 1447 1448
## 196.6379 198.2574 197.5792 198.3873 199.1737 192.2979 196.8107 197.2021
## 1449 1450 1451 1452 1453 1454 1455 1456
## 196.2506 197.7725 196.9237 196.9720 196.7574 195.8084 196.7408 197.2770
## 1457 1458 1459 1460 1461 1462 1463 1464
## 198.2413 196.4220 198.3953 197.6972 193.2048 197.4579 192.1619 197.2067
## 1465 1466 1467 1468 1469 1470 1471 1472
## 196.3355 196.0202 196.0138 197.3364 198.2040 194.1381 195.5376 193.8495
## 1473 1474 1475 1476 1477 1478 1479 1480
## 197.3747 196.5388 193.7035 195.3415 196.3199 193.6989 198.5479 195.2705
## 1481 1482 1483 1484 1485 1486 1487 1488
## 196.2799 195.8255 197.3654 199.0144 197.8503 194.7242 196.6809 194.0187
## 1489 1490 1491 1492 1493 1494 1495 1496
## 194.5087 197.5279 195.2274 198.7417 198.1991 196.0751 196.4113 193.2726
## 1497 1498 1499 1500 1501 1502 1503 1504
## 198.2011 197.3287 197.0555 197.4133 197.3187 195.9746 193.6962 195.5005
## 1505 1506 1507 1508 1509 1510 1511 1512
## 196.2300 197.5581 196.7607 196.3126 195.5198 197.8181 196.5282 196.5096
## 1513 1514 1515 1516 1517 1518 1519 1520
## 196.6732 196.9585 196.6065 197.6233 194.6840 196.3970 199.0319 197.8366
## 1521 1522 1523 1524 1525 1526 1527 1528
## 196.5314 198.3389 194.4553 194.0057 198.5555 194.2092 197.4734 192.0250
## 1529 1530 1531 1532 1533 1534 1535 1536
## 195.7281 196.0682 193.5373 193.7282 197.2249 197.2196 195.5716 192.9734
## 1537 1538 1539 1540 1541 1542 1543 1544
## 197.5027 199.9996 192.4707 196.5080 195.0812 198.1572 196.7689 195.9003
## 1545 1546 1547 1548 1549 1550 1551 1552
## 197.5627 195.4587 193.8210 197.4979 193.8625 195.2573 195.2755 196.0137
## 1553 1554 1555 1556 1557 1558 1559 1560
## 198.0017 197.4613 190.3068 197.5276 192.2845 194.6574 196.6418 195.9903
## 1561 1562 1563 1564 1565 1566 1567 1568
## 193.9494 196.2752 196.9718 199.5124 195.2613 195.0041 197.2550 195.9087
## 1569 1570 1571 1572 1573 1574 1575 1576
## 195.8268 196.2918 195.9477 198.5865 193.3520 197.4376 195.8949 197.3091
## 1577 1578 1579 1580 1581 1582 1583 1584
## 194.8072 198.2631 196.2690 198.0104 196.3355 195.1932 198.6447 196.8122
## 1585 1586 1587 1588 1589 1590 1591 1592
## 197.4259 197.8923 196.0128 195.1445 197.9373 195.6446 198.0466 195.0415
## 1593 1594 1595 1596 1597 1598 1599 1600
## 195.5465 198.6871 195.9185 195.3781 194.4212 196.1419 194.5849 193.1103
## 1601 1602 1603 1604 1605 1606 1607 1608
## 197.3821 194.5205 194.4612 197.6420 196.3395 199.5079 198.2022 193.2412
## 1609 1610 1611 1612 1613 1614 1615 1616
## 193.9875 195.9769 197.1426 196.9059 198.3425 194.7638 198.3354 198.0156
## 1617 1618 1619 1620 1621 1622 1623 1624
## 195.8342 197.6017 197.3234 194.0455 196.7022 197.3120 195.4263 197.7176
## 1625 1626 1627 1628 1629 1630 1631 1632
## 193.9625 193.1804 197.2544 194.3943 197.2547 197.0652 197.3439 195.4928
## 1633 1634 1635 1636 1637 1638 1639 1640
## 193.8175 199.0321 197.9567 198.7072 195.3377 195.5128 198.9119 196.2769
## 1641 1642 1643 1644 1645 1646 1647 1648
## 194.7663 198.3351 192.7462 197.4591 196.1497 196.7315 197.5341 197.8102
## 1649 1650 1651 1652 1653 1654 1655 1656
## 195.2699 193.8237 196.2901 197.1413 196.9026 197.5720 194.8984 196.4790
## 1657 1658 1659 1660 1661 1662 1663 1664
## 197.6816 197.9753 198.0323 197.0787 194.2892 196.6975 196.6745 194.4461
## 1665 1666 1667 1668 1669 1670 1671 1672
## 197.6699 196.7355 196.4298 197.2754 193.2564 199.0155 193.3874 197.5868
## 1673 1674 1675 1676 1677 1678 1679 1680
## 196.6192 197.4727 196.9055 196.5664 197.6369 194.9281 196.5338 197.9848
## 1681 1682 1683 1684 1685 1686 1687 1688
## 198.4878 195.7598 196.5615 195.2209 197.3809 198.2913 194.6732 195.5193
## 1689 1690 1691 1692 1693 1694 1695 1696
## 197.0517 197.1461 196.3921 193.4956 196.1873 196.8497 195.7219 196.6390
## 1697 1698 1699 1700 1701 1702 1703 1704
## 195.6482 197.1566 195.0569 198.1534 195.0649 198.4443 194.1966 194.7793
## 1705 1706 1707 1708 1709 1710 1711 1712
## 197.8394 198.7056 196.9868 194.5763 195.2982 198.1549 197.9950 197.6391
## 1713 1714 1715 1716 1717 1718 1719 1720
## 196.7605 196.1656 193.3458 196.7815 195.4733 193.8082 197.3104 196.3474
## 1721 1722 1723 1724 1725 1726 1727 1728
## 198.2846 195.3726 194.8202 197.4683 194.4605 198.2396 196.9049 196.9813
## 1729 1730 1731 1732 1733 1734 1735 1736
## 196.6325 198.4268 196.3370 195.5341 194.9237 197.2975 197.1936 197.8037
## 1737 1738 1739 1740 1741 1742 1743 1744
## 196.8387 197.0903 195.1818 195.8501 194.9179 194.1337 197.7141 195.3832
## 1745 1746 1747 1748 1749 1750 1751 1752
## 196.3787 197.6618 191.6017 196.5075 195.2704 196.4218 194.3906 196.3961
## 1753 1754 1755 1756 1757 1758 1759 1760
## 197.0176 196.6225 198.1751 196.1658 195.2876 196.5633 196.6911 196.9563
## 1761 1762 1763 1764 1765 1766 1767 1768
## 198.0815 196.2939 195.0885 196.6738 195.5819 194.3177 193.0817 198.7333
## 1769 1770 1771 1772 1773 1774 1775 1776
## 196.6858 195.9520 194.2932 197.5157 194.2697 194.6102 196.4230 198.3196
## 1777 1778 1779 1780 1781 1782 1783 1784
## 194.1095 195.9773 194.4533 198.4612 196.6346 195.7682 197.9790 195.3717
## 1785 1786 1787 1788 1789 1790 1791 1792
## 191.3988 195.2053 195.8482 196.4364 194.6247 198.1394 198.5736 197.1136
## 1793 1794 1795 1796 1797 1798 1799 1800
## 197.6176 196.8797 194.5135 196.5425 199.3444 195.6795 198.8944 195.8591
## 1801 1802 1803 1804 1805 1806 1807 1808
## 195.8820 196.5401 197.8548 196.8689 193.9462 197.8088 195.4439 196.2983
## 1809 1810 1811 1812 1813 1814 1815 1816
## 196.2137 197.0818 198.5157 196.9102 198.0178 196.7741 196.2108 192.3200
## 1817 1818 1819 1820 1821 1822 1823 1824
## 195.6224 196.3376 197.0279 194.9314 196.6338 196.9601 196.4916 196.8765
## 1825 1826 1827 1828 1829 1830 1831 1832
## 194.8134 193.3770 198.7272 196.6910 195.1898 193.6850 198.4527 195.9706
## 1833 1834 1835 1836 1837 1838 1839 1840
## 194.5260 197.8350 197.3914 196.3232 192.8578 195.4990 194.8248 198.0106
## 1841 1842 1843 1844 1845 1846 1847 1848
## 198.2310 195.7961 196.7927 196.8962 197.9283 196.3971 194.7947 198.1370
## 1849 1850 1851 1852 1853 1854 1855 1856
## 196.0587 196.5720 197.1812 196.3830 195.8028 197.7026 196.3424 195.9403
## 1857 1858 1859 1860 1861 1862 1863 1864
## 197.3178 198.1481 192.1377 195.2539 195.5202 195.8250 195.1778 194.7691
## 1865 1866 1867 1868 1869 1870 1871 1872
## 197.1954 195.4735 197.6588 195.7492 194.4408 193.4935 195.9357 196.1881
## 1873 1874 1875 1876 1877 1878 1879 1880
## 196.6249 197.1563 195.0660 193.5411 196.3680 198.0971 197.1814 197.1224
## 1881 1882 1883 1884 1885 1886 1887 1888
## 197.8796 197.7762 193.8005 198.6294 195.7742 197.6825 195.9146 195.5977
## 1889 1890 1891 1892 1893 1894 1895 1896
## 196.6651 194.8639 196.3931 197.0194 193.3065 195.0411 196.2831 193.7189
## 1897 1898 1899 1900 1901 1902 1903 1904
## 198.0294 194.7783 199.0629 196.6341 196.9247 193.3065 196.6311 195.3433
## 1905 1906 1907 1908 1909 1910 1911 1912
## 197.9761 197.8842 197.7963 196.8998 198.8205 197.2681 198.2835 197.5416
## 1913 1914 1915 1916 1917 1918 1919 1920
## 194.2177 195.0195 196.4299 195.6024 194.8148 196.6420 198.8401 195.0852
## 1921 1922 1923 1924 1925 1926 1927 1928
## 197.8659 194.6807 197.3366 195.4662 197.0938 196.8450 193.2971 195.7207
## 1929 1930 1931 1932 1933 1934 1935 1936
## 196.9683 197.5170 194.7628 195.7706 195.7310 195.8375 197.2574 193.6860
## 1937 1938 1939 1940 1941 1942 1943 1944
## 198.2067 197.2345 197.8118 196.6479 195.2760 197.5228 196.5737 196.0833
## 1945 1946 1947 1948 1949 1950 1951 1952
## 196.6188 193.7399 197.0650 199.3390 197.5395 194.0856 196.6664 196.2160
## 1953 1954 1955 1956 1957 1958 1959 1960
## 195.8697 197.4708 196.5144 191.6220 194.0760 195.4381 194.4936 196.2884
## 1961 1962 1963 1964 1965 1966 1967 1968
## 196.7317 196.2641 195.5640 197.2201 194.3763 196.5402 197.7825 196.5111
## 1969 1970 1971 1972 1973 1974 1975 1976
## 197.7227 197.5068 196.6962 196.9864 198.3054 196.2139 198.9373 197.2168
## 1977 1978 1979 1980 1981 1982 1983 1984
## 196.7050 195.7046 196.4031 193.6797 193.4008 196.6860 194.8649 198.0188
## 1985 1986 1987 1988 1989 1990 1991 1992
## 191.9715 195.3912 196.2739 197.5106 195.7247 195.1330 196.4267 197.8305
## 1993 1994 1995 1996 1997 1998 1999 2000
## 198.6745 194.0759 196.6780 196.7031 196.7460 196.8271 194.1985 196.3728
## 2001 2002 2003 2004 2005 2006 2007 2008
## 194.1622 194.8490 196.7683 196.8139 196.4183 198.0074 198.0725 197.1628
## 2009 2010 2011 2012 2013 2014 2015 2016
## 198.8187 197.7696 193.0861 195.1111 191.8255 194.5520 195.8321 197.5771
## 2017 2018 2019 2020 2021 2022 2023 2024
## 196.8867 193.5258 194.0094 196.6964 195.7342 195.7418 196.6672 195.6883
## 2025 2026 2027 2028 2029 2030 2031 2032
## 195.4220 198.0245 197.3131 194.6063 196.4770 197.6489 196.9310 195.8202
## 2033 2034 2035 2036 2037 2038 2039 2040
## 193.9160 197.1056 196.2924 196.3675 194.8953 198.5763 196.2874 198.8503
## 2041 2042 2043 2044 2045 2046 2047 2048
## 197.5859 195.6625 198.2045 195.8044 197.6951 195.5994 197.8838 194.4070
## 2049 2050 2051 2052 2053 2054 2055 2056
## 194.5660 197.2091 198.1041 194.5556 196.6674 197.6582 195.1426 194.5305
## 2057 2058 2059 2060 2061 2062 2063 2064
## 196.4089 197.7641 196.1185 195.9305 198.5090 195.5259 195.9579 196.2402
## 2065 2066 2067 2068 2069 2070 2071 2072
## 194.4522 196.7651 196.0966 197.5767 195.7668 197.1170 196.8415 196.4997
## 2073 2074 2075 2076 2077 2078 2079 2080
## 197.5285 197.8263 195.9060 196.0187 197.5550 195.9838 197.1243 195.5575
## 2081 2082 2083 2084 2085 2086 2087 2088
## 196.3307 196.8293 196.1506 194.4233 196.9038 198.0902 196.9431 196.2939
## 2089 2090 2091 2092 2093 2094 2095 2096
## 196.9430 195.3787 196.2794 195.9654 194.8227 196.8949 198.0922 196.6747
## 2097 2098 2099 2100 2101 2102 2103 2104
## 193.3411 195.1558 196.6786 197.6309 198.3201 197.6289 195.8624 194.5905
## 2105 2106 2107 2108 2109 2110 2111 2112
## 196.7379 196.5101 194.5949 197.1004 197.7053 198.7122 198.0148 195.7010
## 2113 2114 2115 2116 2117 2118 2119 2120
## 197.4446 197.7288 197.3460 195.1427 197.1387 197.4660 197.1420 194.7329
## 2121 2122 2123 2124 2125 2126 2127 2128
## 194.7814 194.4469 195.9267 197.8638 196.4278 196.4675 195.7682 196.8942
## 2129 2130 2131 2132 2133 2134 2135 2136
## 194.0254 196.5930 197.5928 197.5334 194.8729 196.8451 196.8387 197.8912
## 2137 2138 2139 2140 2141 2142 2143 2144
## 194.5421 196.3140 197.0905 195.8382 197.3560 198.5808 195.4648 195.5477
## 2145 2146 2147 2148 2149 2150 2151 2152
## 195.3289 194.7671 197.1645 196.7989 194.8638 195.5024 197.0258 196.4664
## 2153 2154 2155 2156 2157 2158 2159 2160
## 195.7348 197.4118 196.9579 196.5499 197.0717 197.0177 196.0948 197.3736
## 2161 2162 2163 2164 2165 2166 2167 2168
## 195.0440 195.7010 195.2195 194.3563 195.9135 198.1445 196.1742 195.7347
## 2169 2170 2171 2172 2173 2174 2175 2176
## 195.5990 197.2000 195.9072 197.8617 196.5781 195.6120 195.2653 196.4605
## 2177 2178 2179 2180 2181 2182 2183 2184
## 198.1651 196.8699 193.7339 196.9459 198.0796 197.4308 198.0546 194.9595
## 2185 2186 2187 2188 2189 2190 2191 2192
## 195.0473 196.7551 195.8193 197.4094 197.4308 196.4922 197.6838 194.5936
## 2193 2194 2195 2196 2197 2198 2199 2200
## 197.8968 197.0149 196.6519 196.9762 196.8773 194.3733 197.6962 196.2938
## 2201 2202 2203 2204 2205 2206 2207 2208
## 196.3939 197.3147 197.0311 195.4924 194.9988 198.1456 196.0802 195.7818
## 2209 2210 2211 2212 2213 2214 2215 2216
## 196.3854 196.5187 195.5919 196.8788 195.2021 196.5397 196.3177 197.2958
## 2217 2218 2219 2220 2221 2222 2223 2224
## 194.9263 195.5696 198.2163 194.1669 196.1094 195.7266 196.0592 197.8598
## 2225 2226 2227 2228 2229 2230 2231 2232
## 196.2744 195.2280 198.0673 196.0348 196.4546 196.8087 193.3618 194.4028
## 2233 2234 2235 2236 2237 2238 2239 2240
## 196.6458 196.2408 197.2455 196.6107 196.5037 197.4520 194.7450 195.3015
## 2241 2242 2243 2244 2245 2246 2247 2248
## 195.9388 197.6821 196.1201 196.1489 197.1506 198.1200 197.4952 195.2303
## 2249 2250 2251 2252 2253 2254 2255 2256
## 196.4254 196.8820 196.2514 197.1129 196.6802 196.7621 197.3307 193.2844
## 2257 2258 2259 2260 2261 2262 2263 2264
## 196.3349 194.4829 197.4401 196.7500 196.9156 196.9822 196.8927 194.3016
## 2265 2266 2267 2268 2269 2270 2271 2272
## 196.7033 194.5717 195.8697 196.4376 195.6829 197.9673 198.3892 197.2872
## 2273 2274 2275 2276 2277 2278 2279 2280
## 195.4111 197.0860 196.3749 194.9728 194.9571 197.9767 196.6439 195.5426
## 2281 2282 2283 2284 2285 2286 2287 2288
## 197.7693 195.5377 194.6195 196.2472 196.7423 194.1170 195.5271 197.5756
## 2289 2290 2291 2292 2293 2294 2295 2296
## 193.7657 196.7292 196.5197 197.3559 197.3100 195.0737 196.3521 195.5638
## 2297 2298 2299 2300 2301 2302 2303 2304
## 197.8334 196.7878 197.3259 197.6716 197.1939 196.8487 197.3606 194.0505
## 2305 2306 2307 2308 2309 2310 2311 2312
## 195.8212 197.8353 194.9013 194.2384 195.5536 196.1777 197.6737 196.8991
## 2313 2314 2315 2316 2317 2318 2319 2320
## 195.2920 197.3885 196.9582 197.0412 194.8821 195.9596 198.2661 196.8600
## 2321 2322 2323 2324 2325 2326 2327 2328
## 196.5694 195.4378 195.2868 197.0044 197.1755 197.1408 196.8950 195.5702
## 2329 2330 2331 2332 2333 2334 2335 2336
## 197.2227 196.8112 196.4681 194.3820 196.0394 195.4848 198.1065 196.8649
## 2337 2338 2339 2340 2341 2342 2343 2344
## 194.5972 195.4102 196.1051 197.8290 196.7741 198.0768 197.1381 196.7461
## 2345 2346 2347 2348 2349 2350 2351 2352
## 197.4404 194.9971 197.1315 197.5563 196.9893 197.0167 195.2481 195.3712
## 2353 2354 2355 2356 2357 2358 2359 2360
## 195.9253 197.3413 197.0920 195.1170 196.4524 195.6916 196.2303 197.6446
## 2361 2362 2363 2364 2365 2366 2367 2368
## 197.8310 195.8650 194.6617 198.1666 197.8323 195.2359 194.5129 197.8989
## 2369 2370 2371 2372 2373 2374 2375 2376
## 196.8063 196.4592 194.6690 195.4280 194.7690 196.4156 196.0081 197.4310
## 2377 2378 2379 2380 2381 2382 2383 2384
## 197.4454 196.8540 197.9497 196.5363 196.2116 196.1960 196.0252 196.8792
## 2385 2386 2387 2388 2389 2390 2391 2392
## 197.6218 195.7721 196.0876 197.8466 196.5202 196.3418 195.0842 196.7709
## 2393 2394 2395 2396 2397 2398 2399 2400
## 196.5857 197.8357 197.1165 197.0309 196.4775 195.0686 196.8811 196.6248
## 2401 2402 2403 2404 2405 2406 2407 2408
## 197.6197 196.6259 197.4943 197.5639 195.8135 196.2580 197.2817 195.3207
## 2409 2410 2411 2412 2413 2414 2415 2416
## 197.7253 197.0091 195.6066 197.2693 197.8998 197.2215 197.3077 196.2609
## 2417 2418 2419 2420 2421 2422 2423 2424
## 196.9211 195.7403 195.4661 197.8465 194.0122 195.1008 196.9939 197.2971
## 2425 2426 2427 2428 2429 2430 2431 2432
## 196.9994 194.8619 196.0406 197.5225 195.9468 195.5897 197.2461 197.1784
## 2433 2434 2435 2436 2437 2438 2439 2440
## 196.1503 196.1779 195.7222 196.7041 196.1922 197.4944 198.1582 195.1896
## 2441 2442 2443 2444 2445 2446 2447 2448
## 198.2046 194.9354 196.3061 194.1831 197.7433 194.7764 196.4182 196.8735
## 2449 2450 2451 2452 2453 2454 2455 2456
## 195.5266 196.5717 196.5313 194.7337 195.1192 197.1562 197.0686 198.0119
## 2457 2458 2459 2460 2461 2462 2463 2464
## 197.7566 195.6663 194.5403 195.0276 196.7599 196.7801 197.9380 195.4818
## 2465 2466 2467 2468 2469 2470 2471 2472
## 197.3935 196.0923 195.1352 198.1239 198.5623 197.9148 197.2725 196.5733
## 2473 2474 2475 2476 2477 2478 2479 2480
## 194.7751 197.2813 197.1291 192.4152 196.2739 197.0365 192.5847 197.6539
## 2481 2482 2483 2484 2485 2486 2487 2488
## 197.9434 197.5845 199.2776 194.3733 194.1181 196.3614 194.9627 197.9305
## 2489 2490 2491 2492 2493 2494 2495 2496
## 196.0940 195.8671 196.8028 193.3079 197.3352 198.2128 198.4922 198.0117
## 2497 2498 2499 2500 2501 2502 2503 2504
## 196.0900 191.5637 196.9841 196.0289 196.3268 195.9473 196.2447 194.9575
## 2505 2506 2507 2508 2509 2510 2511 2512
## 196.6837 197.0997 198.7921 197.1677 197.9585 195.5113 198.7986 197.5817
## 2513 2514 2515 2516 2517 2518 2519 2520
## 197.5718 197.8940 196.9816 195.9759 197.9613 194.5078 193.8184 194.4595
## 2521 2522 2523 2524 2525 2526 2527 2528
## 198.0028 197.0752 195.9216 198.1992 196.2704 196.3023 195.0515 194.7152
## 2529 2530 2531 2532 2533 2534 2535 2536
## 194.0974 198.0742 198.3946 197.7518 196.8540 196.0567 194.8643 194.4309
## 2537 2538 2539 2540 2541 2542 2543 2544
## 197.2238 192.6445 194.3543 196.1763 197.7185 195.7806 195.6036 192.9304
## 2545 2546 2547 2548 2549 2550 2551 2552
## 198.9307 195.6732 196.1509 194.6339 198.8464 195.9238 196.6488 198.8101
## 2553 2554 2555 2556 2557 2558 2559 2560
## 196.9037 193.1417 195.9256 195.6029 196.0270 195.4307 196.3861 196.9154
## 2561 2562 2563 2564 2565 2566 2567 2568
## 195.5356 198.6013 198.5469 194.6273 197.6549 197.9877 196.3056 194.7372
## 2569 2570 2571 2572 2573 2574 2575 2576
## 193.4232 196.1993 196.8485 197.2020 196.6763 197.5128 198.8612 198.4219
## 2577 2578 2579 2580 2581 2582 2583 2584
## 195.9734 195.9947 198.3375 197.8885 197.9956 198.5096 196.7775 198.3708
## 2585 2586 2587 2588 2589 2590 2591 2592
## 196.2800 193.7357 196.3945 198.0965 196.2622 198.0764 196.6689 195.1429
## 2593 2594 2595 2596 2597 2598 2599 2600
## 198.7070 198.0231 196.7009 198.0034 195.9418 196.9944 195.1931 197.6126
## 2601 2602 2603 2604 2605 2606 2607 2608
## 197.1562 197.0859 189.4735 197.1016 195.1647 195.1468 197.2333 196.0777
## 2609 2610 2611 2612 2613 2614 2615 2616
## 196.5519 197.2299 192.9879 197.1390 196.7870 197.3141 198.1843 196.7203
## 2617 2618 2619 2620 2621 2622 2623 2624
## 195.8760 197.2433 196.3137 196.8989 194.9614 196.8589 192.8897 195.8873
## 2625 2626 2627 2628 2629 2630 2631 2632
## 194.5954 195.7607 197.3846 193.5899 195.3963 197.8731 196.9447 197.8332
## 2633 2634 2635 2636 2637 2638 2639 2640
## 198.9913 199.3340 195.2059 195.5081 199.0048 197.6383 195.4214 197.9200
## 2641 2642 2643 2644 2645 2646 2647 2648
## 197.0307 196.9711 198.5598 199.4600 196.8517 197.1378 197.2366 198.1062
## 2649 2650 2651 2652 2653 2654 2655 2656
## 193.1135 195.2063 197.0017 196.4127 195.6632 197.1213 198.4626 197.4240
## 2657 2658 2659 2660 2661 2662 2663 2664
## 197.6966 198.7964 197.0189 195.2478 198.1946 197.3561 195.8567 197.7084
## 2665 2666 2667 2668 2669 2670 2671 2672
## 194.5503 195.4887 197.4132 197.1780 197.1757 197.7473 196.4497 198.1522
## 2673 2674 2675 2676 2677 2678 2679 2680
## 196.6513 195.9857 194.8853 196.7064 197.1694 196.6890 197.3550 199.4626
## 2681 2682 2683 2684 2685 2686 2687 2688
## 191.7687 198.1861 197.2482 195.8898 196.1906 195.3477 197.2917 195.7526
## 2689 2690 2691 2692 2693 2694 2695 2696
## 198.2468 197.6554 196.9203 196.4668 197.8684 194.9562 196.2698 196.1726
## 2697 2698 2699 2700 2701 2702 2703 2704
## 195.8488 197.4073 194.4575 198.9380 194.6962 196.2997 197.8929 198.4753
## 2705 2706 2707 2708 2709 2710 2711 2712
## 196.5162 198.6115 195.7851 194.8497 195.7991 196.6747 197.3513 197.5455
## 2713 2714 2715 2716 2717 2718 2719 2720
## 196.7910 195.6163 196.6552 197.5302 193.4758 193.7973 200.1127 194.1994
## 2721 2722 2723 2724 2725 2726 2727 2728
## 198.0678 196.8413 195.3239 197.1622 198.1042 193.1214 197.6543 196.2805
## 2729 2730 2731 2732 2733 2734 2735 2736
## 196.4542 197.6778 195.5698 195.8603 197.7888 197.1318 195.7706 196.7231
## 2737 2738 2739 2740 2741 2742 2743 2744
## 197.1837 196.4410 196.2658 196.8141 196.2792 197.7341 198.4922 198.0047
## 2745 2746 2747 2748 2749 2750 2751 2752
## 197.8295 194.7581 195.4428 195.5945 196.7031 193.0574 197.4495 197.4850
## 2753 2754 2755 2756 2757 2758 2759 2760
## 196.1913 193.6844 197.3631 196.6337 195.7800 198.8356 191.8715 193.3382
## 2761 2762 2763 2764 2765 2766 2767 2768
## 196.8580 197.2059 197.7988 196.1351 197.6659 196.1136 195.5492 197.1112
## 2769 2770 2771 2772 2773 2774 2775 2776
## 193.4856 199.0310 197.4392 197.3441 194.8654 197.9802 196.9031 194.4624
## 2777 2778 2779 2780 2781 2782 2783 2784
## 196.2352 198.2557 193.4468 196.4810 195.6664 196.4963 194.4597 197.1044
## 2785 2786 2787 2788 2789 2790 2791 2792
## 196.6065 197.8337 198.0443 193.9053 193.7563 194.4351 195.4103 195.4623
## 2793 2794 2795 2796 2797 2798 2799 2800
## 197.0039 195.6813 193.5718 194.9120 197.5697 197.7383 195.0803 196.0982
## 2801 2802 2803 2804 2805 2806 2807 2808
## 197.7007 197.6197 195.8812 196.6939 196.7577 194.8350 196.9798 196.2565
## 2809 2810 2811 2812 2813 2814 2815 2816
## 196.2550 196.7045 197.5893 197.8355 196.2962 197.5268 197.8199 194.8381
## 2817 2818 2819 2820 2821 2822 2823 2824
## 194.7081 195.2593 196.3784 194.7173 195.6424 198.4481 192.9589 198.8754
## 2825 2826 2827 2828 2829 2830 2831 2832
## 197.9334 195.6354 197.3965 196.8573 197.7695 194.0376 196.2937 193.2663
## 2833 2834 2835 2836 2837 2838 2839 2840
## 195.0168 196.0241 193.4023 198.0685 197.8853 197.7593 194.5858 195.0052
## 2841 2842 2843 2844 2845 2846 2847 2848
## 195.5011 197.6359 194.7328 197.4690 197.2814 196.1090 196.4925 193.0989
## 2849 2850 2851 2852 2853 2854 2855 2856
## 198.0927 197.5958 195.7045 195.4197 197.1623 196.8968 197.0846 197.3076
## 2857 2858 2859 2860 2861 2862 2863 2864
## 195.5400 194.9585 196.9936 196.5441 197.2194 195.9327 197.2202 195.4192
## 2865 2866 2867 2868 2869 2870 2871 2872
## 197.5362 198.4947 198.4866 197.3038 197.8710 197.9260 195.6680 196.9660
## 2873 2874 2875 2876 2877 2878 2879 2880
## 197.6412 197.4922 198.0198 195.7405 195.3746 195.3321 195.4639 197.9332
## 2881 2882 2883 2884 2885 2886 2887 2888
## 193.0963 194.6493 196.7334 194.7862 195.1551 196.7093 198.7166 197.7962
## 2889 2890 2891 2892 2893 2894 2895 2896
## 198.2017 197.9268 194.4688 192.3184 195.4611 197.3413 195.6992 196.9937
## 2897 2898 2899 2900 2901 2902 2903 2904
## 196.5728 197.8242 198.9289 197.9657 194.6068 197.9746 196.0380 197.3313
## 2905 2906 2907 2908 2909 2910 2911 2912
## 198.2040 194.8609 200.1845 195.1832 198.0746 197.1730 197.2192 196.7331
## 2913 2914 2915 2916 2917 2918 2919 2920
## 194.2806 195.9850 197.8048 195.4161 194.0999 195.9436 193.3067 197.5287
## 2921 2922 2923 2924 2925 2926 2927 2928
## 195.5854 198.6339 195.6576 198.7917 198.2758 196.8363 195.7799 198.2653
## 2929 2930 2931 2932 2933 2934 2935 2936
## 194.7637 198.8112 193.4208 197.8439 193.3414 195.0506 196.9270 195.5634
## 2937 2938 2939 2940 2941 2942 2943 2944
## 194.0780 193.3866 196.8426 196.0964 196.0153 195.6512 196.0967 195.7208
## 2945 2946 2947 2948 2949 2950 2951 2952
## 193.9304 197.7510 192.6595 196.6426 197.0914 195.8814 194.4987 196.2012
## 2953 2954 2955 2956 2957 2958 2959 2960
## 195.6191 197.9320 194.4712 194.6826 196.2068 198.1932 197.4078 196.3393
## 2961 2962 2963 2964 2965 2966 2967 2968
## 195.6442 196.2117 199.6407 192.4573 197.8985 197.6997 196.6405 196.6512
## 2969 2970 2971 2972 2973 2974 2975 2976
## 192.9510 193.9276 196.9265 196.3139 196.0902 197.9830 197.1852 194.3945
## 2977 2978 2979 2980 2981 2982 2983 2984
## 197.4318 195.2091 198.4895 197.7895 196.9982 196.9970 198.1824 196.1514
## 2985 2986 2987 2988 2989 2990 2991 2992
## 195.7451 195.1776 196.1020 197.2701 197.5453 196.1779 194.4831 197.4427
## 2993 2994 2995 2996 2997 2998 2999 3000
## 196.9713 192.3010 195.3575 194.9651 197.4211 197.4579 195.2687 195.4620
## 3001 3002 3003 3004 3005 3006 3007 3008
## 195.9570 194.9897 196.3437 196.1059 197.6715 196.2631 197.9229 197.7674
## 3009 3010 3011 3012 3013 3014 3015 3016
## 195.4610 198.2446 195.0869 196.5297 195.5833 196.7395 191.5435 197.0748
## 3017 3018 3019 3020 3021 3022 3023 3024
## 195.9647 198.0860 193.1042 197.8229 197.5850 196.4036 196.3861 195.3636
## 3025 3026 3027 3028 3029 3030 3031 3032
## 194.9109 196.1683 197.4445 195.1942 195.4576 194.9039 197.9549 198.4026
## 3033 3034 3035 3036 3037 3038 3039 3040
## 194.8926 197.0589 194.3746 196.9684 196.6830 196.7594 197.9773 194.5556
## 3041 3042 3043 3044 3045 3046 3047 3048
## 193.8333 196.0315 195.3571 194.2952 196.3973 197.4061 196.1950 196.8404
## 3049 3050 3051 3052 3053 3054 3055 3056
## 197.3431 197.2830 197.6203 197.1695 194.9151 197.0604 196.6779 196.1808
## 3057 3058 3059 3060 3061 3062 3063 3064
## 196.7333 197.1487 195.5401 195.0599 196.9226 193.1757 192.3302 197.6770
## 3065 3066 3067 3068 3069 3070 3071 3072
## 196.7229 196.5492 197.7646 197.1146 195.3428 198.4027 196.5677 197.0028
## 3073 3074 3075 3076 3077 3078 3079 3080
## 196.4020 194.0394 198.7399 196.7982 197.4629 198.5621 197.3963 199.2602
## 3081 3082 3083 3084 3085 3086 3087 3088
## 195.3751 196.0220 194.9218 195.7466 194.9954 197.2200 196.3210 197.6521
## 3089 3090 3091 3092 3093 3094 3095 3096
## 195.8611 199.0477 194.2761 195.4580 198.8117 196.7159 196.1892 194.4158
## 3097 3098 3099 3100 3101 3102 3103 3104
## 193.2073 197.5999 195.7269 197.8708 194.1388 197.3515 196.8392 194.8162
## 3105 3106 3107 3108 3109 3110 3111 3112
## 197.6240 198.2503 196.1813 192.8001 198.0681 196.7403 195.7634 197.7491
## 3113 3114 3115 3116 3117 3118 3119 3120
## 194.2128 196.4113 195.3239 196.3207 195.3218 197.1448 197.9840 195.9400
## 3121 3122 3123 3124 3125 3126 3127 3128
## 197.4043 199.1517 195.7568 198.7058 197.2899 197.0794 194.8578 198.4521
## 3129 3130 3131 3132 3133 3134 3135 3136
## 198.5020 196.3619 191.3083 197.5435 194.1635 194.1991 197.4440 195.4578
## 3137 3138 3139 3140 3141 3142 3143 3144
## 197.3040 196.7226 197.9182 194.0877 195.0885 195.8140 193.4518 196.1833
## 3145 3146 3147 3148 3149 3150 3151 3152
## 196.3652 198.6126 196.6680 198.5290 198.3387 200.0031 190.3364 199.0669
## 3153 3154 3155 3156 3157 3158 3159 3160
## 195.1409 194.2995 199.1666 198.1005 196.4394 197.0188 196.7866 192.9936
## 3161 3162 3163 3164 3165 3166 3167 3168
## 196.0486 200.0300 190.7909 195.9483 195.5801 197.5843 195.1696 198.1050
## 3169 3170 3171 3172 3173 3174 3175 3176
## 198.2006 195.9528 197.3443 197.7426 194.5692 192.4081 194.1428 194.7626
## 3177 3178 3179 3180 3181 3182 3183 3184
## 194.5993 194.1822 196.5535 197.3219 198.8784 198.4435 197.2753 194.4811
## 3185 3186 3187 3188 3189 3190 3191 3192
## 197.7080 197.3104 195.8770 197.6248 195.2621 194.0826 191.4186 196.3817
## 3193 3194 3195 3196 3197 3198 3199 3200
## 196.2036 198.7625 197.5626 194.8020 195.9654 199.7423 194.6133 195.4873
## 3201 3202 3203 3204 3205 3206 3207 3208
## 196.7289 193.3966 193.0581 196.3362 196.0323 198.8858 197.5120 193.2827
## 3209 3210 3211 3212 3213 3214 3215 3216
## 196.2213 197.4855 194.0411 195.3962 198.1227 195.2906 196.7393 192.5593
## 3217 3218 3219 3220 3221 3222 3223 3224
## 197.6336 195.2437 199.6006 194.6179 197.3909 194.3990 195.9907 197.0557
## 3225 3226 3227 3228 3229 3230 3231 3232
## 194.7749 196.5411 191.1433 194.6132 196.3548 198.3692 196.1056 195.2826
## 3233 3234 3235 3236 3237 3238 3239 3240
## 197.8242 194.4600 196.8171 198.2437 191.7982 196.2506 195.4829 197.4561
## 3241 3242 3243 3244 3245 3246 3247 3248
## 196.1246 198.6416 195.7175 198.6914 197.1262 195.8951 195.1564 194.6929
## 3249 3250 3251 3252 3253 3254 3255 3256
## 196.9738 195.0329 192.8443 198.2814 197.8843 196.2732 197.1750 199.3440
## 3257 3258 3259 3260 3261 3262 3263 3264
## 193.3498 196.9014 198.5223 197.3320 198.6581 195.8696 195.2334 195.8809
## 3265 3266 3267 3268 3269 3270 3271 3272
## 196.6311 195.3693 197.6693 197.4410 197.2079 193.7009 195.6441 191.8733
## 3273 3274 3275 3276
## 197.1933 194.4102 198.1334 197.1802
##
## $assign
## [1] 0 1summary(dfs.aov)## Df Sum Sq Mean Sq F value Pr(>F)
## df1$Solids 1 7788 7788 7.217 0.00726 **
## Residuals 3274 3532745 1079
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1model.tables(dfs.aov, type = 'effects')## Warning in replications(paste("~", xx), data = mf): non-factors ignored:
## df1$Solids## Tables of effects
##
## df1$Solids
## df1$Solids
## 320.942611274359 728.750829576846 1198.94369900818 1351.90697909659
## 3.815 3.743 3.661 3.634
## 1372.09104349223 2552.96280365012 2808.02575567945 2835.3031650451
## 3.630 3.422 3.378 3.373
## 2912.21124682743 3413.08163340648 3640.73431981458 3773.28114658081
## 3.359 3.271 3.231 3.208
## 3802.41168101672 3900.91389173113 4111.78543179578 4142.49900062043
## 3.203 3.185 3.148 3.143
## 4168.19699374278 4304.49248308592 4343.35661100273 4425.42644029895
## 3.138 3.114 3.108 3.093
## 4440.2773573525 4466.25748768051 4544.84171758364 4728.65067102334
## 3.091 3.086 3.072 3.040
## 4784.96787942739 4857.25380670275 5075.26920185539 5097.82584977248
## 3.030 3.017 2.979 2.975
## 5100.09417269933 5128.45764576973 5157.05359987604 5230.63042980122
## 2.974 2.970 2.964 2.952
## 5232.9132535649 5477.34721476969 5516.87495257738 5576.62829706473
## 2.951 2.908 2.901 2.891
## 5619.13555786585 5689.80440487283 5699.50494220269 6040.36986802533
## 2.883 2.871 2.869 2.809
## 6068.45488494808 6108.79573426122 6193.33056232443 6342.50284277655
## 2.804 2.797 2.782 2.756
## 6493.54725634977 6552.62631415427 6626.37642571315 6670.65935353003
## 2.729 2.719 2.706 2.698
## 6675.6822445936 6698.23909516286 6700.77505380042 6743.3460655304
## 2.697 2.693 2.693 2.686
## 6785.14530269125 6787.4846600177 6873.55988537613 6874.58601639174
## 2.678 2.678 2.663 2.662
## 6879.76465337292 6967.73556512605 6974.225134834 7013.2117867073
## 2.662 2.646 2.645 2.638
## 7028.83961726569 7035.13379657523 7040.7376207776 7066.37691667231
## 2.635 2.634 2.633 2.629
## 7105.80070875753 7263.05674913012 7323.30230055197 7324.70142545847
## 2.622 2.594 2.584 2.583
## 7408.9761959146 7412.79805887667 7450.07437505789 7460.2472603387
## 2.568 2.568 2.561 2.559
## 7472.50648002047 7557.02127132121 7656.41324825941 7695.06393470298
## 2.557 2.542 2.525 2.518
## 7705.29860475964 7714.74696926233 7747.57726338611 7751.80949109883
## 2.516 2.515 2.509 2.508
## 7764.43802153686 7769.61611884175 7839.31875982938 7845.47289104084
## 2.506 2.505 2.493 2.492
## 7850.64189234206 7907.33044097137 7929.50474855063 7965.20791848011
## 2.491 2.481 2.477 2.471
## 7986.49323905631 7990.89146764889 7998.67451117685 8016.20293843755
## 2.467 2.466 2.465 2.462
## 8076.82228259523 8081.46647109159 8086.82599896704 8108.29732162461
## 2.451 2.450 2.449 2.445
## 8127.07125398758 8129.73491923601 8136.071590569 8201.36211322524
## 2.442 2.442 2.441 2.429
## 8213.77224471432 8238.29003830498 8240.81270935741 8273.59197053936
## 2.427 2.423 2.422 2.416
## 8296.55061111711 8403.28455222686 8406.72324367801 8451.31911090896
## 2.412 2.394 2.393 2.385
## 8471.67738143048 8508.15372997734 8524.87464557171 8532.13951695952
## 2.382 2.375 2.372 2.371
## 8535.40295572258 8572.42150850741 8580.2455612809 8607.61250985216
## 2.370 2.364 2.362 2.358
## 8644.83104683845 8667.72023908931 8672.52777340014 8692.53815166043
## 2.351 2.347 2.346 2.343
## 8712.00258845446 8721.23188467179 8722.15302157098 8727.24734935696
## 2.339 2.338 2.338 2.337
## 8729.09621746169 8730.31243558089 8746.90171712036 8777.68678362567
## 2.336 2.336 2.333 2.328
## 8810.89581007659 8835.5558758211 8855.11412133137 8864.68648028626
## 2.322 2.318 2.314 2.312
## 8870.90296594229 8896.19511842588 8904.79981787854 8906.97562313949
## 2.311 2.307 2.305 2.305
## 8918.89260003382 8985.91180710889 9000.02559118924 9001.65875314213
## 2.303 2.291 2.289 2.288
## 9025.07935959796 9028.76034485211 9049.68259460184 9064.03583080027
## 2.284 2.284 2.280 2.277
## 9076.64648343345 9082.81617545916 9094.31330041616 9138.02934425656
## 2.275 2.274 2.272 2.264
## 9163.29444814128 9225.77091079545 9258.76707614821 9265.10494751353
## 2.260 2.249 2.243 2.242
## 9323.21828977726 9344.65332230751 9363.85398761785 9381.23993079845
## 2.232 2.228 2.225 2.222
## 9407.66403872055 9439.7839927291 9460.32263533989 9465.32390498971
## 2.217 2.211 2.208 2.207
## 9472.61492046473 9480.6177964777 9496.91035373795 9544.86267077555
## 2.206 2.204 2.201 2.193
## 9546.12921515465 9559.54739235584 9566.1222701692 9583.71044130756
## 2.193 2.190 2.189 2.186
## 9592.1513331276 9609.74060477838 9615.83270969255 9624.30046211011
## 2.185 2.181 2.180 2.179
## 9626.89320604597 9632.73097637395 9651.87482568678 9654.73368073405
## 2.178 2.177 2.174 2.174
## 9660.65830198039 9694.35489610499 9712.56066397662 9727.6531703967
## 2.172 2.167 2.163 2.161
## 9727.76171571496 9734.67710308117 9772.50481417967 9782.34428428131
## 2.161 2.159 2.153 2.151
## 9783.36872745349 9809.9040000749 9812.12246346731 9836.4018471799
## 2.151 2.146 2.146 2.142
## 9840.78281985046 9844.70229260938 9848.03558277945 9887.83075452778
## 2.141 2.140 2.140 2.133
## 9898.02220856494 9913.96334565557 9929.19480986089 9943.63759853321
## 2.131 2.128 2.125 2.123
## 9943.92978526269 9959.1350153987 9968.96273804851 9973.93405920854
## 2.123 2.120 2.118 2.117
## 9975.60133394594 10039.5383756958 10102.4897202798 10112.2073222907
## 2.117 2.106 2.095 2.093
## 10117.084438085 10120.1126796678 10168.1765362116 10171.7101033278
## 2.092 2.092 2.083 2.083
## 10194.3254111576 10215.8124167024 10220.7123587564 10280.9294967405
## 2.079 2.075 2.074 2.063
## 10315.3539733223 10323.9578413719 10337.5417028637 10343.3788482934
## 2.057 2.056 2.053 2.052
## 10345.3993145741 10389.542537941 10418.1083447946 10443.7965338947
## 2.052 2.044 2.039 2.035
## 10452.7244143189 10453.0873232677 10465.2616013361 10488.7709365937
## 2.033 2.033 2.031 2.027
## 10490.8389868062 10494.5733687991 10498.6351536318 10513.2967812211
## 2.026 2.026 2.025 2.023
## 10529.3102989899 10540.3422778074 10562.4605390675 10571.7703769689
## 2.020 2.018 2.014 2.012
## 10575.1862808894 10587.304929475 10603.0980205107 10634.059045381
## 2.012 2.010 2.007 2.001
## 10643.186770521 10673.582673737 10676.5084754294 10704.6031822988
## 2.000 1.994 1.994 1.989
## 10762.9386324193 10794.7838982872 10815.3994422056 10816.2733665622
## 1.979 1.973 1.969 1.969
## 10823.3003651089 10830.8012453996 10835.2011571454 10836.9697823816
## 1.968 1.967 1.966 1.966
## 10859.5537515581 10897.1502889879 10909.1945923231 10922.5419937033
## 1.962 1.955 1.953 1.951
## 10925.3601038704 10930.0556706925 11006.0485071958 11067.181147841
## 1.950 1.949 1.936 1.925
## 11086.2598579782 11104.2505079397 11120.7010455007 11123.8861591137
## 1.922 1.919 1.916 1.915
## 11125.4435367418 11130.2113648745 11142.3926320551 11174.274760041
## 1.915 1.914 1.912 1.906
## 11178.403543795 11215.9459015929 11229.1377770815 11234.0414707233
## 1.906 1.899 1.897 1.896
## 11245.7357666904 11246.4266459339 11275.8726554291 11278.8296784706
## 1.894 1.894 1.888 1.888
## 11288.634718378 11298.4500909611 11300.2381087938 11306.2615053544
## 1.886 1.884 1.884 1.883
## 11310.958312527 11318.1405625728 11319.1062320924 11339.1660546175
## 1.882 1.881 1.881 1.877
## 11346.1434527217 11348.675997364 11351.8618561776 11356.5804811556
## 1.876 1.876 1.875 1.874
## 11370.6491693743 11380.2986359234 11388.5341869138 11398.7311047598
## 1.872 1.870 1.869 1.867
## 11429.2011990494 11451.3122172106 11459.6224449766 11465.5756432294
## 1.861 1.858 1.856 1.855
## 11512.4658416637 11519.0465273566 11532.2231778284 11551.2156804174
## 1.847 1.846 1.843 1.840
## 11553.0392813085 11557.0320383905 11562.4355095615 11566.8755475644
## 1.840 1.839 1.838 1.837
## 11567.8878401924 11571.4215371862 11579.1133984014 11579.4416927543
## 1.837 1.836 1.835 1.835
## 11582.4625842743 11582.505248963 11592.445624125 11595.3549848789
## 1.835 1.834 1.833 1.832
## 11598.6823670729 11601.6423823477 11609.1090545278 11609.9971588118
## 1.832 1.831 1.830 1.830
## 11610.2079486949 11619.709696795 11628.3366754784 11635.7720762397
## 1.830 1.828 1.826 1.825
## 11642.148998546 11642.7275408094 11643.663475765 11682.229317058
## 1.824 1.824 1.824 1.817
## 11684.1116373933 11694.6352852975 11697.6069722698 11699.1335498439
## 1.817 1.815 1.814 1.814
## 11703.9239070479 11705.0722819699 11724.6233151055 11734.4488567893
## 1.813 1.813 1.810 1.808
## 11746.6075221571 11795.3135795098 11797.9209164571 11803.735499916
## 1.806 1.797 1.797 1.796
## 11826.2942750331 11837.1233596084 11842.7578062475 11848.2282696289
## 1.792 1.790 1.789 1.788
## 11848.7697290952 11861.5508516258 11870.4248521101 11877.2366487498
## 1.788 1.785 1.784 1.783
## 11889.2177472393 11889.2506323159 11900.0552027957 11914.4637781562
## 1.781 1.781 1.779 1.776
## 11920.6108356462 11920.9074221285 11930.6247945518 11939.76985928
## 1.775 1.775 1.773 1.772
## 11949.597925537 11950.2350310743 11954.7007304877 11963.3237163858
## 1.770 1.770 1.769 1.768
## 11965.3965084607 11981.740191013 11983.8693763364 11989.2462425416
## 1.767 1.764 1.764 1.763
## 12013.5506287645 12036.6430435833 12037.7703855776 12044.6246914631
## 1.759 1.755 1.754 1.753
## 12060.0095271727 12088.4164503349 12105.7219342696 12135.7249303123
## 1.751 1.746 1.742 1.737
## 12137.0995967179 12138.4229544071 12145.5445957006 12149.6967303088
## 1.737 1.737 1.735 1.735
## 12150.7219225636 12171.0245490952 12190.1716015341 12193.6112613474
## 1.735 1.731 1.728 1.727
## 12206.6812098723 12215.409082599 12218.0959445638 12224.3105064385
## 1.725 1.723 1.723 1.722
## 12224.6246037641 12229.2984836724 12229.6475840885 12253.3033886053
## 1.722 1.721 1.721 1.717
## 12256.6782865097 12278.9852796065 12285.8914826075 12289.9009221246
## 1.716 1.712 1.711 1.710
## 12305.9054147914 12308.2338354786 12311.2683659781 12318.4038858823
## 1.707 1.707 1.706 1.705
## 12320.5122918418 12330.4065677185 12352.8111051295 12355.3441072528
## 1.705 1.703 1.699 1.699
## 12356.9056221744 12359.6311939673 12431.8031099178 12477.7718175851
## 1.698 1.698 1.685 1.677
## 12490.5582760584 12519.0906599135 12531.6019210648 12538.9740263258
## 1.675 1.670 1.668 1.666
## 12556.7540467302 12558.8979727631 12575.279626806 12603.4003713637
## 1.663 1.663 1.660 1.655
## 12610.9363072469 12626.1979219576 12629.8530492338 12635.3677035701
## 1.654 1.651 1.650 1.649
## 12641.5278088656 12642.06594728 12652.3629786581 12653.9440845293
## 1.648 1.648 1.646 1.646
## 12658.177160998 12666.005324849 12674.6727727536 12675.9389620301
## 1.645 1.644 1.642 1.642
## 12677.8414956164 12682.1509407706 12683.483292056 12691.5159726749
## 1.642 1.641 1.641 1.639
## 12700.4880386059 12710.2494516118 12715.8142795979 12723.3421010798
## 1.638 1.636 1.635 1.634
## 12726.2986391701 12732.8882432475 12736.8650014258 12760.4371507958
## 1.633 1.632 1.631 1.627
## 12763.2678894228 12767.6562288245 12770.8318295454 12772.0957503758
## 1.627 1.626 1.626 1.625
## 12806.8323265299 12810.4231602506 12812.557124144 12819.8754364916
## 1.619 1.619 1.618 1.617
## 12827.6210069854 12829.0927776951 12830.4841337754 12833.4612410778
## 1.616 1.615 1.615 1.615
## 12837.5060629694 12838.9143726038 12855.3462381775 12856.7286234099
## 1.614 1.614 1.611 1.610
## 12856.9286949435 12861.9465420425 12871.5512198876 12874.4446370298
## 1.610 1.609 1.608 1.607
## 12875.1277837193 12878.1763536122 12883.1635309334 12883.7264957775
## 1.607 1.607 1.606 1.606
## 12885.516912012 12887.1937620559 12928.6444329809 12932.590386219
## 1.605 1.605 1.598 1.597
## 12937.2468907528 12958.7484568836 12962.389672892 12975.9003341113
## 1.596 1.592 1.592 1.589
## 12978.197125527 12988.7912288357 12995.8854274784 12999.1448040168
## 1.589 1.587 1.586 1.585
## 13028.6884583826 13041.8291403941 13064.4505911862 13086.6439343985
## 1.580 1.578 1.574 1.570
## 13095.1491606575 13098.8582899802 13116.707711787 13121.1719426895
## 1.568 1.568 1.565 1.564
## 13122.2234215594 13122.329581176 13124.1056363416 13129.1498419409
## 1.564 1.564 1.563 1.563
## 13137.4907623026 13150.2074587471 13158.8483624867 13163.0312783266
## 1.561 1.559 1.557 1.557
## 13168.529155676 13180.6778007237 13181.6735161069 13189.5193829762
## 1.556 1.553 1.553 1.552
## 13197.5668145212 13207.8609659061 13213.5782536005 13215.7063818298
## 1.550 1.549 1.548 1.547
## 13224.935638977 13227.0523824072 13237.9896045708 13238.070297753
## 1.546 1.545 1.543 1.543
## 13283.77805343 13286.1565753457 13289.2016527483 13291.9226093698
## 1.535 1.535 1.534 1.534
## 13312.4461070034 13317.4681120414 13319.4957053407 13329.0322527381
## 1.530 1.529 1.529 1.527
## 13345.3690984445 13351.4138299624 13354.7065098084 13361.2260163389
## 1.524 1.523 1.523 1.522
## 13376.6804719236 13394.7316074792 13400.3855320645 13401.0443941153
## 1.519 1.516 1.515 1.515
## 13403.0863888261 13404.2543323689 13427.0685910696 13442.6034711367
## 1.514 1.514 1.510 1.507
## 13454.6347772456 13457.2111288388 13463.8524188454 13464.4871617703
## 1.505 1.505 1.504 1.504
## 13467.87978042 13475.9127730316 13477.3815856153 13486.1421911112
## 1.503 1.502 1.501 1.500
## 13490.6081477828 13492.8408350268 13501.677965117 13505.0331160548
## 1.499 1.499 1.497 1.496
## 13516.911494635 13527.9898856966 13528.5493829078 13529.0387582087
## 1.494 1.492 1.492 1.492
## 13533.2300329752 13539.8116643292 13551.9533447081 13556.7343971147
## 1.491 1.490 1.488 1.487
## 13568.2712005285 13579.554579586 13580.6184828873 13584.4903384981
## 1.485 1.483 1.483 1.482
## 13584.9002454587 13593.6000179163 13597.8960378086 13614.7509254694
## 1.482 1.481 1.480 1.477
## 13615.1097580221 13623.160062865 13630.0473080804 13652.2931993926
## 1.477 1.476 1.474 1.471
## 13652.602029885 13655.6806526194 13671.4160304219 13672.0917639016
## 1.470 1.470 1.467 1.467
## 13676.7535244675 13677.106440586 13677.9940400013 13679.0569047303
## 1.466 1.466 1.466 1.466
## 13680.7641380354 13688.0743389071 13689.5920730861 13691.094972435
## 1.465 1.464 1.464 1.464
## 13696.009916767 13699.6807078428 13703.2203768313 13706.1868078124
## 1.463 1.462 1.462 1.461
## 13711.7232818115 13714.8326353623 13730.259117125 13736.3420356711
## 1.460 1.460 1.457 1.456
## 13742.1394866182 13742.1459651636 13749.5960366239 13753.9933734307
## 1.455 1.455 1.453 1.453
## 13766.3307890426 13769.8602378798 13776.6217917741 13777.376191089
## 1.450 1.450 1.449 1.449
## 13781.7802839557 13790.2962018127 13812.4104206063 13821.5561603968
## 1.448 1.446 1.442 1.441
## 13826.2579139699 13829.9390699487 13839.7134259863 13852.5319032151
## 1.440 1.439 1.438 1.435
## 13858.703935543 13867.2441957349 13886.8097134775 13891.0385300399
## 1.434 1.433 1.429 1.429
## 13900.7165227806 13900.7792709424 13901.6446810989 13902.9686462126
## 1.427 1.427 1.427 1.426
## 13909.4790654396 13911.8266292627 13921.1462167299 13927.0025065017
## 1.425 1.425 1.423 1.422
## 13933.0853601079 13939.29402201 13943.2449736603 13969.2615624178
## 1.421 1.420 1.419 1.415
## 13969.4388625505 13978.1726601885 13979.1657232955 13979.3817500362
## 1.415 1.413 1.413 1.413
## 13990.513403072 14015.0447691139 14017.3720656762 14034.4857986588
## 1.411 1.407 1.406 1.403
## 14036.1636556001 14037.0399266141 14052.4461115142 14053.220679297
## 1.403 1.403 1.400 1.400
## 14054.1254874146 14064.8991548324 14080.8337085233 14083.829887958
## 1.400 1.398 1.395 1.395
## 14100.9689869799 14101.8692919827 14110.9209679882 14126.5905299944
## 1.392 1.391 1.390 1.387
## 14149.4998292867 14151.7600832298 14153.6433779251 14158.1572826764
## 1.383 1.383 1.382 1.382
## 14160.6867663454 14168.9248690296 14179.6227407575 14202.1938049034
## 1.381 1.380 1.378 1.374
## 14206.357322955 14230.4191307655 14245.7891212994 14254.661315881
## 1.373 1.369 1.366 1.365
## 14284.6479171187 14285.5838542245 14294.2403499593 14298.4104620691
## 1.359 1.359 1.358 1.357
## 14304.7630828495 14310.6233010215 14319.4013699059 14333.5380238058
## 1.356 1.355 1.353 1.351
## 14336.6275212733 14343.4232068311 14348.5729235849 14368.1281610166
## 1.350 1.349 1.348 1.345
## 14382.902158062 14400.7186285561 14402.7266960741 14417.9795330416
## 1.342 1.339 1.339 1.336
## 14433.7804955513 14442.4188754321 14444.2895980215 14446.8123896858
## 1.333 1.332 1.331 1.331
## 14450.1757468817 14462.674308377 14464.1155472878 14467.7859264911
## 1.330 1.328 1.328 1.327
## 14470.0535488471 14472.3915494968 14476.3356952683 14507.0178078563
## 1.327 1.326 1.326 1.320
## 14518.9745006892 14540.7350818783 14547.8854781969 14550.4170054352
## 1.318 1.314 1.313 1.313
## 14553.1323078156 14563.6826490797 14574.6611004764 14578.9613114172
## 1.312 1.310 1.308 1.308
## 14579.8220726259 14598.0257874985 14598.9519127648 14600.5395218919
## 1.307 1.304 1.304 1.304
## 14608.36314532 14609.9768834681 14610.4128321629 14619.627261342
## 1.302 1.302 1.302 1.300
## 14622.7454944341 14625.5613628597 14642.2055400052 14665.4047982894
## 1.300 1.299 1.296 1.292
## 14673.6706693385 14676.7162720692 14682.6658382227 14686.2833900312
## 1.291 1.290 1.289 1.289
## 14694.420624957 14702.0590685841 14704.9062461056 14708.4741851528
## 1.287 1.286 1.285 1.285
## 14710.7228306267 14720.5448289791 14733.4587570858 14739.0685400646
## 1.284 1.283 1.280 1.279
## 14763.5801132015 14775.1455957529 14778.0328752719 14782.8042214415
## 1.275 1.273 1.273 1.272
## 14784.755660613 14786.1389008928 14787.2062648582 14794.4114000386
## 1.271 1.271 1.271 1.270
## 14799.3114641506 14807.2684899647 14807.4135537734 14812.9706448018
## 1.269 1.267 1.267 1.266
## 14825.9345017354 14829.6242123215 14829.7459706736 14841.2419955694
## 1.264 1.263 1.263 1.261
## 14848.1294887404 14852.5306803234 14859.0596606786 14859.4664242837
## 1.260 1.259 1.258 1.258
## 14866.1038632219 14875.9565079594 14877.2897371846 14880.6517982567
## 1.257 1.255 1.255 1.254
## 14884.3399581525 14893.206395812 14901.8081439194 14904.9403868002
## 1.254 1.252 1.251 1.250
## 14905.2559118324 14905.3938515764 14906.0479217491 14912.2255062419
## 1.250 1.250 1.250 1.249
## 14916.9860908998 14936.5039706932 14945.2956606153 14962.1778331607
## 1.248 1.245 1.243 1.240
## 14970.6472435698 14971.9490252919 14973.2973570229 14982.3054770305
## 1.239 1.238 1.238 1.237
## 15000.1877691513 15007.2726817306 15007.4215342085 15017.7472811187
## 1.233 1.232 1.232 1.230
## 15039.710405984 15040.8414776553 15049.5841988126 15058.1387525396
## 1.227 1.226 1.225 1.223
## 15063.8149683396 15077.8503428775 15088.8276528489 15092.0176445381
## 1.222 1.220 1.218 1.217
## 15097.02406423 15102.2374276586 15105.3730982953 15106.3086467181
## 1.216 1.216 1.215 1.215
## 15120.9247162418 15130.1543678111 15135.1272357746 15147.1714638246
## 1.212 1.211 1.210 1.208
## 15149.4898709722 15155.5489891592 15156.789833999 15157.2687865016
## 1.207 1.206 1.206 1.206
## 15158.7217475345 15171.0123256676 15173.4711498544 15176.2906782766
## 1.206 1.203 1.203 1.202
## 15177.2181901628 15189.3278220317 15193.4134739672 15196.2299874838
## 1.202 1.200 1.199 1.199
## 15201.339953844 15222.2464439466 15228.9129088916 15229.7028687066
## 1.198 1.194 1.193 1.193
## 15244.8463945875 15247.1280308846 15249.6202443905 15255.1152579597
## 1.190 1.190 1.190 1.189
## 15265.4075641521 15273.049287387 15288.2137737474 15300.8386710983
## 1.187 1.185 1.183 1.181
## 15323.4088218884 15326.855914122 15326.9250143617 15327.8797234493
## 1.177 1.176 1.176 1.176
## 15331.3026917532 15335.5114329309 15338.0616411657 15340.9518390232
## 1.175 1.174 1.174 1.174
## 15349.1425849405 15357.8333729203 15360.8350680644 15362.4523834412
## 1.172 1.171 1.170 1.170
## 15371.9999440175 15379.9127629025 15380.1240791449 15391.5591511033
## 1.168 1.167 1.167 1.165
## 15395.4690815097 15405.496480511 15413.8961476524 15417.9328343889
## 1.164 1.162 1.161 1.160
## 15422.2208932053 15423.3872776359 15426.9150787673 15428.4509157083
## 1.159 1.159 1.158 1.158
## 15433.1348369121 15456.2200859055 15457.4986616663 15488.9567477477
## 1.157 1.153 1.153 1.148
## 15489.3256600013 15494.3598370104 15496.6117186021 15513.0125808205
## 1.147 1.147 1.146 1.143
## 15513.7403779632 15517.3911222287 15525.3939631089 15547.1866260316
## 1.143 1.143 1.141 1.137
## 15548.4166735022 15570.1423220877 15596.4733344596 15597.6408830643
## 1.137 1.133 1.129 1.128
## 15613.1605328423 15617.4585767642 15618.1352422042 15618.1702479305
## 1.126 1.125 1.125 1.125
## 15629.7623346351 15658.0862798885 15661.9403350434 15668.2736176051
## 1.123 1.118 1.117 1.116
## 15671.1192866834 15677.9706864296 15694.5071938494 15704.4820929295
## 1.115 1.114 1.111 1.110
## 15719.4936094884 15736.5809855025 15736.8939585061 15737.4689378472
## 1.107 1.104 1.104 1.104
## 15741.0816271511 15751.1753002967 15751.4491499685 15758.7406213889
## 1.103 1.101 1.101 1.100
## 15761.8713662799 15765.786717701 15772.653169654 15778.7293956347
## 1.100 1.099 1.098 1.097
## 15791.6753511272 15796.3996983279 15797.0303958032 15805.6501529833
## 1.094 1.093 1.093 1.092
## 15818.2613197959 15823.3393744605 15824.7887288494 15824.822709011
## 1.090 1.089 1.088 1.088
## 15825.1825710138 15825.4403157145 15835.1228177128 15858.7781757985
## 1.088 1.088 1.087 1.082
## 15873.0344281563 15888.6252067809 15893.674410542 15896.3659365213
## 1.080 1.077 1.076 1.076
## 15900.7971450564 15901.2851611462 15902.9452756637 15904.243358956
## 1.075 1.075 1.075 1.074
## 15908.5618703962 15908.6420860313 15911.3575087531 15921.4120179542
## 1.074 1.074 1.073 1.071
## 15924.7996872889 15926.4260078857 15931.4292255976 15936.247359864
## 1.071 1.071 1.070 1.069
## 15938.2864391291 15940.5732705385 15949.1531791756 15973.6868911972
## 1.068 1.068 1.067 1.062
## 15976.9262250793 15978.036559255 15978.3552490952 15979.060270379
## 1.062 1.062 1.061 1.061
## 15979.3347932508 15990.1492276109 16002.1383195451 16006.972587715
## 1.061 1.059 1.057 1.056
## 16010.5241523088 16017.6118961435 16034.4536990354 16061.5900976229
## 1.056 1.055 1.052 1.047
## 16066.5521243956 16073.6706195087 16078.459386212 16079.3612504182
## 1.046 1.045 1.044 1.044
## 16087.2697100297 16099.1518956524 16100.9679474486 16103.3605492931
## 1.042 1.040 1.040 1.039
## 16110.1836433535 16113.01055353 16115.9298639482 16119.3401903974
## 1.038 1.038 1.037 1.037
## 16123.304450528 16129.7069232948 16136.4332685276 16146.1571122051
## 1.036 1.035 1.034 1.032
## 16147.0019504331 16162.2623066076 16173.7270929758 16174.4337385309
## 1.032 1.029 1.027 1.027
## 16175.2219441256 16183.5866493975 16191.4260911329 16203.0906969007
## 1.027 1.025 1.024 1.022
## 16206.2196714502 16219.4753201797 16233.1346793622 16242.0602812753
## 1.021 1.019 1.017 1.015
## 16246.173191143 16255.9013710567 16262.939245596 16263.1674654185
## 1.014 1.013 1.011 1.011
## 16266.4344452789 16268.4486062585 16276.3986044705 16298.0013467707
## 1.011 1.010 1.009 1.005
## 16304.5289188081 16312.154973975 16314.2333754348 16318.7336135092
## 1.004 1.003 1.002 1.002
## 16324.1151961823 16351.2262866761 16360.5662981665 16364.1594091578
## 1.001 0.996 0.994 0.994
## 16367.4583719755 16378.1515756646 16388.4052649656 16392.1350688723
## 0.993 0.991 0.989 0.989
## 16403.9523810526 16404.759484824 16404.9414202555 16409.936560014
## 0.987 0.986 0.986 0.986
## 16429.90790246 16431.2048970638 16446.3280502656 16461.5023238066
## 0.982 0.982 0.979 0.976
## 16462.4600861639 16470.9521916308 16472.1923092715 16473.0670891561
## 0.976 0.975 0.975 0.974
## 16477.3508061194 16478.0714332625 16488.0175125724 16488.0476559649
## 0.974 0.974 0.972 0.972
## 16514.608092257 16515.6703910245 16515.8721658634 16522.7157536143
## 0.967 0.967 0.967 0.966
## 16532.828822484 16540.9790480041 16544.2755910982 16544.8275037465
## 0.964 0.963 0.962 0.962
## 16548.3567295611 16553.5624374422 16559.8772622044 16575.8212603334
## 0.961 0.960 0.959 0.956
## 16589.8115542605 16598.5775109041 16600.3927466471 16609.9254891288
## 0.954 0.952 0.952 0.950
## 16615.9081524217 16616.5166165383 16621.4947889687 16639.2151785922
## 0.949 0.949 0.948 0.945
## 16642.8841784369 16648.6005673411 16654.5093700212 16656.0626716067
## 0.945 0.944 0.943 0.942
## 16658.8765031636 16663.5390736951 16663.6025070423 16666.1308050002
## 0.942 0.941 0.941 0.940
## 16670.9960132344 16679.3351642707 16679.6736220279 16686.3127603295
## 0.940 0.938 0.938 0.937
## 16689.7996037562 16700.0348725587 16701.5659753447 16723.9772436458
## 0.936 0.935 0.934 0.930
## 16733.1241026631 16737.1082185154 16739.2666352077 16746.8003919734
## 0.929 0.928 0.928 0.926
## 16764.8547646254 16769.8905462655 16772.2262462434 16780.1161468285
## 0.923 0.922 0.922 0.920
## 16786.9254055991 16795.3186743587 16795.8204842183 16819.4231794479
## 0.919 0.918 0.918 0.914
## 16827.1928666867 16828.880596696 16829.3930391196 16843.363927406
## 0.912 0.912 0.912 0.909
## 16853.6763276339 16854.1294572556 16862.5434762706 16863.4387250849
## 0.908 0.907 0.906 0.906
## 16879.5247697708 16892.8956619075 16897.3070409088 16898.8082971927
## 0.903 0.901 0.900 0.900
## 16904.2010911682 16905.8015244007 16906.3312980637 16911.2037730004
## 0.899 0.898 0.898 0.897
## 16916.4135373496 16922.8538985852 16925.0122972255 16929.2901997205
## 0.896 0.895 0.895 0.894
## 16932.5771027672 16950.0159069942 16953.8987363093 16960.4346306357
## 0.894 0.891 0.890 0.889
## 16963.6250117375 16965.3141088043 16978.9268290446 16980.2584809507
## 0.888 0.888 0.885 0.885
## 16982.1319743572 17017.4299604031 17029.5348926821 17032.7737341406
## 0.885 0.879 0.877 0.876
## 17037.7253670804 17045.6000949504 17063.1721078973 17068.2988629195
## 0.875 0.874 0.871 0.870
## 17076.6637886748 17083.1750854349 17087.0769018372 17092.2258265876
## 0.868 0.867 0.866 0.866
## 17095.2700703826 17100.8874333802 17101.9515686162 17106.4386454495
## 0.865 0.864 0.864 0.863
## 17107.2242258276 17121.5059170552 17150.10054999 17153.3061634521
## 0.863 0.860 0.855 0.855
## 17156.3367051058 17162.3984209753 17162.7539266669 17167.3012970225
## 0.854 0.853 0.853 0.852
## 17169.5843822343 17176.878950655 17177.071036696 17177.7887828084
## 0.852 0.851 0.851 0.851
## 17180.1881843436 17181.0088136775 17182.4503590718 17196.0547110619
## 0.850 0.850 0.850 0.847
## 17240.0210647509 17246.9203474843 17248.6187420027 17253.3367395588
## 0.840 0.838 0.838 0.837
## 17258.1140348773 17258.1883549989 17259.8523024094 17264.840916673
## 0.836 0.836 0.836 0.835
## 17266.5934219231 17279.5137494127 17279.9621983508 17281.9751684116
## 0.835 0.833 0.833 0.832
## 17291.6182555205 17317.6872508759 17326.2022525653 17328.1614570148
## 0.830 0.826 0.824 0.824
## 17329.8021601034 17342.3140789379 17350.0585309262 17358.7963650421
## 0.824 0.822 0.820 0.819
## 17375.9707448039 17382.4273656125 17384.2571857952 17388.9825649
## 0.816 0.815 0.814 0.813
## 17397.4028577115 17398.3858433354 17403.5321668613 17404.1770610507
## 0.812 0.812 0.811 0.811
## 17414.5206231706 17416.801779549 17420.0871487304 17423.4079889167
## 0.809 0.808 0.808 0.807
## 17429.5849496597 17430.8419443944 17430.9197196369 17433.6018527969
## 0.806 0.806 0.806 0.806
## 17435.3402059762 17439.4440609229 17444.6714040032 17444.8144499217
## 0.805 0.804 0.804 0.804
## 17447.9946719028 17465.095885844 17465.3455820519 17468.9998017438
## 0.803 0.800 0.800 0.799
## 17475.4677537698 17493.6504243367 17502.8794420926 17503.3122297876
## 0.798 0.795 0.793 0.793
## 17505.8527351687 17506.6088025323 17516.6993624629 17527.7167257198
## 0.793 0.793 0.791 0.789
## 17537.9896158066 17538.5411720099 17540.0302174586 17540.5766426958
## 0.787 0.787 0.787 0.787
## 17540.7424977373 17546.4032555953 17561.2728356971 17569.5798186458
## 0.787 0.786 0.783 0.782
## 17572.5474680694 17583.0803348839 17589.2689898365 17598.2003501353
## 0.781 0.779 0.778 0.777
## 17605.5357590328 17606.8856890781 17617.8763092966 17621.3901146366
## 0.775 0.775 0.773 0.773
## 17625.4664122163 17628.0430589948 17638.3224732182 17639.8579395294
## 0.772 0.771 0.770 0.769
## 17643.4071470386 17645.0653396932 17650.4050491121 17657.0841764933
## 0.769 0.768 0.767 0.766
## 17674.7061487013 17679.3511010018 17681.2723569963 17694.5748329769
## 0.763 0.762 0.762 0.760
## 17699.6106094352 17705.6086159155 17711.4877737488 17721.9595572557
## 0.759 0.758 0.757 0.755
## 17732.2406682047 17732.9146702645 17734.9496251577 17739.1989600666
## 0.753 0.753 0.753 0.752
## 17749.2986640181 17763.310992828 17766.2528880239 17777.1000861104
## 0.750 0.748 0.747 0.745
## 17782.6044083249 17786.7633004837 17796.3746383574 17818.3944892599
## 0.744 0.743 0.742 0.738
## 17828.2945237925 17835.3090128928 17851.0640208494 17857.7168942876
## 0.736 0.735 0.732 0.731
## 17862.1427324567 17862.3690025893 17864.689385538 17869.4554411169
## 0.730 0.730 0.730 0.729
## 17870.3152462184 17895.5565853287 17905.4800192975 17909.1156257006
## 0.729 0.724 0.723 0.722
## 17909.3657822535 17914.3402310157 17915.0859723533 17925.3521203189
## 0.722 0.721 0.721 0.719
## 17939.7046960204 17940.0990804003 17941.8112559103 17944.8523753467
## 0.717 0.716 0.716 0.716
## 17947.9881136406 17963.8668454721 17968.882775028 17973.1788590118
## 0.715 0.712 0.711 0.711
## 17975.5532270179 17977.5256489156 17977.6939378956 17978.9863389263
## 0.710 0.710 0.710 0.710
## 17981.2547762646 17982.3872564697 17984.3274394464 17995.4052191869
## 0.709 0.709 0.709 0.707
## 18001.4591858463 18003.2572846331 18014.9957031482 18020.8424280702
## 0.706 0.705 0.703 0.702
## 18038.4743659972 18058.3202916846 18059.3308518857 18061.6975681691
## 0.699 0.696 0.695 0.695
## 18073.9685889309 18085.158841175 18085.5028176232 18088.3548496464
## 0.693 0.691 0.691 0.690
## 18091.202614631 18093.9721620906 18112.2844465108 18113.0173023734
## 0.690 0.689 0.686 0.686
## 18125.6383980244 18126.0309630324 18128.9082911997 18132.0944006995
## 0.684 0.684 0.683 0.683
## 18134.8350204691 18136.1288585828 18136.2615847481 18140.5942709246
## 0.682 0.682 0.682 0.681
## 18158.8421190509 18185.0504734021 18189.3949801827 18194.5453101797
## 0.678 0.673 0.673 0.672
## 18194.9541399254 18203.7300286582 18221.0853421757 18222.9319574384
## 0.672 0.670 0.667 0.667
## 18223.0270796323 18252.0759896448 18253.1810954636 18254.1106560235
## 0.667 0.662 0.661 0.661
## 18257.5692711947 18261.6949417054 18266.6177166643 18270.1050612863
## 0.661 0.660 0.659 0.658
## 18272.5059730535 18282.0692758904 18295.3709213929 18308.5026738541
## 0.658 0.656 0.654 0.652
## 18318.720372029 18321.327501511 18321.9923179115 18327.4384288982
## 0.650 0.649 0.649 0.648
## 18328.4026201507 18328.6958993592 18333.632664094 18337.4609163092
## 0.648 0.648 0.647 0.647
## 18340.0468055466 18344.0694441137 18344.6803608362 18364.8314179929
## 0.646 0.645 0.645 0.642
## 18371.0572010883 18377.0082614087 18397.199408096 18404.0506886327
## 0.641 0.640 0.636 0.635
## 18406.5941755725 18408.2949713939 18409.0373154704 18413.0968199865
## 0.634 0.634 0.634 0.633
## 18419.132883475 18432.4765180392 18438.8233946009 18445.7434577469
## 0.632 0.630 0.629 0.628
## 18452.0229945076 18452.645570929 18460.6789302181 18463.7221267762
## 0.626 0.626 0.625 0.624
## 18463.8836623415 18464.9007746443 18465.2650417156 18476.6191659762
## 0.624 0.624 0.624 0.622
## 18489.6525050937 18493.8721754752 18503.7665253641 18506.2886087774
## 0.620 0.619 0.617 0.617
## 18519.1624944331 18526.2616906 18529.7980307151 18533.3378276271
## 0.615 0.613 0.613 0.612
## 18535.0464516494 18536.698647477 18542.9574510298 18543.4993623544
## 0.612 0.612 0.610 0.610
## 18564.3720550886 18570.2853390025 18577.6239689803 18588.3033258179
## 0.607 0.606 0.604 0.602
## 18589.0311597371 18592.0839195824 18593.2226360137 18607.213192974
## 0.602 0.602 0.602 0.599
## 18608.6562970544 18608.9408738496 18610.1241518364 18621.4249227401
## 0.599 0.599 0.599 0.597
## 18622.4447955566 18626.1493120285 18628.696825147 18630.0578579703
## 0.596 0.596 0.595 0.595
## 18655.5418921849 18664.8442969753 18666.5636377044 18668.3638263308
## 0.591 0.589 0.589 0.588
## 18677.2792220491 18678.9508108886 18682.2771386419 18711.0646621368
## 0.587 0.587 0.586 0.581
## 18730.8136533427 18736.1909016844 18742.9252223898 18743.2224936202
## 0.577 0.576 0.575 0.575
## 18752.2696770356 18752.576402797 18753.2117636583 18767.6566818135
## 0.574 0.574 0.573 0.571
## 18767.941634605 18821.3896124734 18844.0370306059 18846.6349131965
## 0.571 0.561 0.557 0.557
## 18852.1229787964 18857.0584972527 18862.6730543568 18869.2120898206
## 0.556 0.555 0.554 0.553
## 18877.4938954116 18881.7951776453 18894.8523936907 18907.6428407055
## 0.552 0.551 0.549 0.546
## 18908.6282577313 18909.8460058594 18939.6164606837 18939.936654881
## 0.546 0.546 0.541 0.541
## 18949.9755394515 18964.0922555658 18966.3630465812 18969.8248883044
## 0.539 0.536 0.536 0.535
## 18975.6434949986 18976.2330761373 18979.9816919974 18982.9537630196
## 0.534 0.534 0.534 0.533
## 18989.3167682428 18998.3468229914 19002.3146637915 19003.9638990144
## 0.532 0.530 0.530 0.529
## 19015.4682748661 19019.2795046918 19024.4855312793 19024.6886706088
## 0.527 0.527 0.526 0.526
## 19026.0173286853 19026.6728415987 19030.7168755755 19037.4626375091
## 0.525 0.525 0.525 0.523
## 19038.9019037851 19044.6800712126 19073.2595945615 19089.9485574165
## 0.523 0.522 0.517 0.514
## 19096.8223694759 19100.0871239762 19105.0149028733 19113.011912329
## 0.513 0.512 0.512 0.510
## 19115.7218611067 19116.0120841231 19118.0502991834 19126.2985372447
## 0.510 0.510 0.509 0.508
## 19129.4583654402 19130.9615314329 19148.2247440602 19155.7275608177
## 0.507 0.507 0.504 0.503
## 19156.1231323955 19168.5267731343 19174.593250227 19185.7918771489
## 0.503 0.500 0.499 0.497
## 19197.1055148877 19207.3117711854 19214.1863567687 19216.6830901717
## 0.495 0.494 0.492 0.492
## 19224.9862801097 19231.0332904587 19231.6817492148 19236.0124949261
## 0.490 0.489 0.489 0.489
## 19237.9496764914 19240.0582015602 19258.803073279 19259.1939366229
## 0.488 0.488 0.485 0.484
## 19271.903123469 19272.7044809529 19283.4020510837 19289.3614527475
## 0.482 0.482 0.480 0.479
## 19290.5680676328 19309.5704543705 19310.0620106098 19323.6772502047
## 0.479 0.476 0.476 0.473
## 19330.0357649759 19331.1940423265 19336.6080733558 19343.1495114014
## 0.472 0.472 0.471 0.470
## 19345.7913318744 19345.9224752564 19359.4288162942 19378.3590672142
## 0.469 0.469 0.467 0.464
## 19384.0374315253 19393.4698619376 19397.3238888934 19399.2219720767
## 0.463 0.461 0.460 0.460
## 19410.2337628992 19412.1127226137 19417.7672085186 19436.5035415998
## 0.458 0.458 0.457 0.453
## 19451.7676028353 19457.6394811053 19460.3828189876 19460.3981312321
## 0.451 0.450 0.449 0.449
## 19468.7900953899 19471.4654375958 19472.6243284964 19486.1911121509
## 0.448 0.447 0.447 0.445
## 19486.8818391285 19496.8485919233 19500.3499833592 19502.538967194
## 0.444 0.443 0.442 0.442
## 19505.2969447506 19516.8980422006 19517.7247991176 19523.1248646893
## 0.441 0.439 0.439 0.438
## 19530.4738191606 19534.4216484996 19549.4993412883 19550.2996804822
## 0.437 0.436 0.433 0.433
## 19555.7650515669 19557.9937243692 19572.1470797561 19575.47536272
## 0.432 0.432 0.429 0.429
## 19576.5303811292 19579.3895457537 19583.0573494143 19598.8607397257
## 0.429 0.428 0.428 0.425
## 19605.0295747385 19607.7549191725 19617.3084936812 19620.5453286122
## 0.424 0.423 0.421 0.421
## 19621.3251054792 19635.5882547407 19639.7960022804 19642.3944210523
## 0.421 0.418 0.418 0.417
## 19646.2334192332 19657.8433149978 19663.4694280437 19663.7913119498
## 0.416 0.414 0.413 0.413
## 19666.9927915053 19671.3512293396 19672.4872131772 19677.892465552
## 0.413 0.412 0.412 0.411
## 19679.0626702131 19692.4643937221 19693.906772158 19713.4115210137
## 0.411 0.408 0.408 0.405
## 19713.5043683298 19731.7491813125 19743.1484164946 19746.4932508193
## 0.405 0.401 0.399 0.399
## 19764.6274449733 19781.610600183 19789.6360799783 19790.856926297
## 0.396 0.393 0.391 0.391
## 19793.971867285 19797.1085429174 19806.4113032293 19808.5377663025
## 0.390 0.390 0.388 0.388
## 19821.3383730943 19835.980770127 19850.1828922949 19859.6764758039
## 0.386 0.383 0.381 0.379
## 19862.8112573981 19871.7884483059 19872.8548539075 19873.3009179707
## 0.378 0.377 0.377 0.376
## 19887.769825853 19892.3889139168 19894.1475934388 19900.4078378517
## 0.374 0.373 0.373 0.372
## 19902.8238238166 19905.436547736 19909.5417322924 19909.9388491141
## 0.371 0.371 0.370 0.370
## 19911.2248998386 19919.3245888187 19932.5852252551 19942.2732181848
## 0.370 0.368 0.366 0.364
## 19944.5731116033 19945.3683059619 19946.2646652382 19947.4344745073
## 0.364 0.364 0.364 0.363
## 19947.9241784101 19952.3094700282 19954.5755539456 19955.7105419233
## 0.363 0.363 0.362 0.362
## 19966.744696524 19968.6778351423 19970.4342944778 19981.3151875618
## 0.360 0.360 0.359 0.357
## 19988.6492618691 19991.239149049 19998.8590186801 20003.4976805052
## 0.356 0.356 0.354 0.354
## 20004.7336275511 20006.2291088797 20008.1349573868 20012.1729759034
## 0.353 0.353 0.353 0.352
## 20015.3981059345 20019.2612148261 20038.7964169294 20044.2062523197
## 0.351 0.351 0.347 0.346
## 20049.2420992133 20060.0787272012 20063.4903271723 20067.1053281071
## 0.346 0.344 0.343 0.342
## 20067.5727888197 20070.5677919211 20081.5379544661 20081.7453623956
## 0.342 0.342 0.340 0.340
## 20098.1995179777 20106.1068395902 20109.0262703787 20111.2259476828
## 0.337 0.336 0.335 0.335
## 20111.8212559222 20113.89756847 20115.7335878854 20116.9111030527
## 0.335 0.334 0.334 0.334
## 20117.3590610392 20122.1925637575 20129.3587920857 20129.9788197912
## 0.334 0.333 0.331 0.331
## 20134.398340672 20139.4303470855 20143.0652617551 20149.1796733481
## 0.331 0.330 0.329 0.328
## 20155.434469372 20156.5786232912 20162.0186178669 20169.3442519304
## 0.327 0.327 0.326 0.324
## 20185.5871556526 20185.67622898 20197.2476677385 20214.2165517046
## 0.322 0.322 0.320 0.317
## 20215.6328492846 20215.6975169419 20225.6429226288 20226.2879448267
## 0.316 0.316 0.315 0.314
## 20227.6437830213 20229.1081502632 20230.1255769518 20231.5176454797
## 0.314 0.314 0.314 0.313
## 20243.0881951113 20247.2010293338 20256.3530658536 20259.725850302
## 0.311 0.311 0.309 0.309
## 20260.4036921563 20269.7312797558 20278.3382716196 20278.3829849381
## 0.308 0.307 0.305 0.305
## 20279.7010382093 20283.7836285807 20287.3597704167 20288.2355694687
## 0.305 0.304 0.304 0.304
## 20311.4024662903 20316.4266846693 20320.1084526734 20321.2294043271
## 0.299 0.299 0.298 0.298
## 20325.7021310796 20333.0794952174 20335.6765095855 20339.016869904
## 0.297 0.296 0.295 0.295
## 20375.6682736942 20384.7730963712 20389.5938157474 20401.1024614714
## 0.288 0.287 0.286 0.284
## 20406.9276715005 20408.485598281 20411.6643807141 20412.2839077807
## 0.283 0.282 0.282 0.282
## 20416.6510300176 20416.8409961907 20417.2644159251 20418.8899258183
## 0.281 0.281 0.281 0.281
## 20425.7664904328 20430.9066967121 20434.105735194 20438.2246900842
## 0.279 0.278 0.278 0.277
## 20442.615014305 20443.1350549036 20447.4901315648 20453.8165013139
## 0.276 0.276 0.276 0.274
## 20461.2527102199 20461.7590433301 20464.7726943875 20465.5886091625
## 0.273 0.273 0.272 0.272
## 20472.8745879352 20474.8208239728 20478.7859567046 20481.6420708316
## 0.271 0.271 0.270 0.269
## 20487.9238254067 20497.8222249417 20503.4300546017 20506.6984176018
## 0.268 0.267 0.266 0.265
## 20509.3319615937 20511.3692403224 20511.6208319181 20518.555432652
## 0.265 0.264 0.264 0.263
## 20526.0497054209 20526.306835103 20526.6661555636 20555.5595722516
## 0.262 0.262 0.262 0.256
## 20555.9654888031 20557.2404317522 20561.694730733 20562.5133908909
## 0.256 0.256 0.255 0.255
## 20567.1459303686 20571.8457084436 20574.3642579932 20575.5731596079
## 0.254 0.254 0.253 0.253
## 20590.712114138 20592.2589421264 20593.9337177504 20596.3912309537
## 0.250 0.250 0.250 0.249
## 20626.51593731 20642.5887202327 20661.4110627304 20666.4101420531
## 0.244 0.241 0.238 0.237
## 20666.4531594712 20682.7317424549 20709.2797621545 20724.9303593067
## 0.237 0.234 0.229 0.227
## 20743.3484042241 20769.5196358647 20784.5678601557 20791.318980747
## 0.223 0.219 0.216 0.215
## 20827.9175784638 20827.9838435885 20834.2942783451 20849.1907373767
## 0.209 0.209 0.207 0.205
## 20852.7644961685 20855.272321145 20857.908219266 20862.4558705434
## 0.204 0.204 0.203 0.203
## 20864.3404654491 20868.3312189988 20868.627979307 20877.5348409043
## 0.202 0.201 0.201 0.200
## 20886.7865627342 20894.4004931408 20911.9046660621 20919.0514341803
## 0.198 0.197 0.194 0.193
## 20920.2515610214 20922.1544633742 20933.5127496661 20944.6208144132
## 0.192 0.192 0.190 0.188
## 20965.4783088536 20967.8406096709 20976.791777633 20988.0878056799
## 0.184 0.184 0.182 0.180
## 20988.4294096927 20992.2816773653 21021.4182591706 21022.8350298754
## 0.180 0.180 0.175 0.174
## 21030.234531025 21035.1068552158 21038.4426126734 21043.6269291101
## 0.173 0.172 0.172 0.171
## 21044.2026629225 21046.4485168714 21051.2569066548 21051.3653762888
## 0.171 0.170 0.169 0.169
## 21065.6636584482 21078.8871664415 21079.6062064613 21082.8520442812
## 0.167 0.164 0.164 0.164
## 21093.2174086642 21093.9322047262 21103.3031882411 21111.6641041209
## 0.162 0.162 0.160 0.159
## 21136.2867641593 21144.9752578471 21148.2419047307 21153.3228268483
## 0.154 0.153 0.152 0.151
## 21157.1797289777 21160.0897386445 21162.7267349032 21165.5906487394
## 0.151 0.150 0.150 0.149
## 21167.5000989688 21174.4084804662 21179.762587875 21190.1549428979
## 0.149 0.148 0.147 0.145
## 21208.6182851918 21214.3705148156 21217.1585955685 21218.7028711902
## 0.142 0.141 0.140 0.140
## 21226.6655480848 21229.0833134936 21230.4314092051 21250.9356337127
## 0.138 0.138 0.138 0.134
## 21273.457066428 21280.2465587227 21289.1795934092 21292.8287546212
## 0.130 0.129 0.127 0.127
## 21293.8897542458 21295.7498787089 21299.3186573351 21314.8697893121
## 0.127 0.126 0.126 0.123
## 21316.5067284016 21318.9616851051 21319.7943967664 21361.1970528508
## 0.123 0.122 0.122 0.115
## 21366.2835979862 21379.9639274064 21391.1625439941 21400.0164964537
## 0.114 0.112 0.110 0.108
## 21403.0020481947 21407.6142871507 21410.3196236643 21417.5936145058
## 0.107 0.107 0.106 0.105
## 21440.7388482845 21443.2647487556 21453.3346619721 21456.6044217551
## 0.101 0.100 0.099 0.098
## 21460.8381596378 21463.0591884301 21467.9508659829 21470.2783054133
## 0.097 0.097 0.096 0.096
## 21485.1531951911 21495.5375576786 21496.7451360293 21504.1388209703
## 0.093 0.091 0.091 0.090
## 21530.3162305634 21532.5192320804 21536.2246874454 21542.8300324295
## 0.085 0.085 0.084 0.083
## 21543.7266010973 21558.3087411463 21568.4287790359 21573.7475711139
## 0.083 0.080 0.078 0.077
## 21575.2452207598 21607.4832382386 21610.5812969235 21616.6338551837
## 0.077 0.072 0.071 0.070
## 21626.49759454 21626.5631185265 21633.7217265188 21667.8687413264
## 0.068 0.068 0.067 0.061
## 21670.5698913842 21670.5936633419 21671.278302246 21675.6828664286
## 0.060 0.060 0.060 0.060
## 21682.7547707913 21687.4734542933 21688.6169426903 21689.6342972432
## 0.058 0.057 0.057 0.057
## 21696.0032423227 21707.4922577488 21708.9492863786 21709.6477089573
## 0.056 0.054 0.054 0.054
## 21715.7744086749 21716.4236923002 21728.8212952965 21733.8280435816
## 0.052 0.052 0.050 0.049
## 21736.3733241497 21736.9817985207 21752.0297132667 21759.3639294016
## 0.049 0.049 0.046 0.045
## 21762.6141458779 21768.6407438184 21776.1701744936 21776.5944550225
## 0.044 0.043 0.042 0.042
## 21783.6510333634 21790.010896467 21802.7448979289 21807.4001313037
## 0.041 0.039 0.037 0.036
## 21809.7098342959 21815.0741479055 21820.2958750843 21823.0942561063
## 0.036 0.035 0.034 0.034
## 21829.2731484626 21839.6959563905 21852.437944482 21856.1452125834
## 0.033 0.031 0.028 0.028
## 21856.9886280058 21857.8388893413 21862.7536090129 21871.7851725781
## 0.028 0.027 0.027 0.025
## 21871.8387000425 21875.216396737 21879.7042078911 21884.5385145885
## 0.025 0.024 0.024 0.023
## 21885.5037844379 21891.6771585726 21895.2857006341 21910.7635698302
## 0.023 0.022 0.021 0.018
## 21919.4701626121 21919.5934350955 21923.8740851772 21937.4715690281
## 0.017 0.017 0.016 0.013
## 21944.6418296676 21948.3253623375 21961.5269170624 21963.4760033756
## 0.012 0.012 0.009 0.009
## 21979.0316707822 21983.5590725611 21989.7674411593 21995.0680675569
## 0.006 0.005 0.004 0.003
## 22005.4365500061 22013.9649050096 22018.4174407753 22022.6262166589
## 0.002 0.000 -0.001 -0.002
## 22025.6966062027 22034.9545956385 22038.5116208449 22052.0346189817
## -0.002 -0.004 -0.004 -0.007
## 22053.0102621427 22057.0517861819 22057.3791649216 22060.1868716402
## -0.007 -0.008 -0.008 -0.008
## 22095.6371636256 22097.4132226796 22112.7463459011 22113.391452034
## -0.014 -0.015 -0.017 -0.017
## 22139.8788484707 22159.0180725871 22160.8196622342 22168.3315606769
## -0.022 -0.025 -0.026 -0.027
## 22171.3188981771 22174.7811405102 22184.5270325126 22185.7639629563
## -0.028 -0.028 -0.030 -0.030
## 22195.2103840136 22198.9294201318 22203.487258877 22207.4702322234
## -0.032 -0.033 -0.033 -0.034
## 22207.4828654698 22210.6130832855 22229.2300895474 22234.6967375206
## -0.034 -0.035 -0.038 -0.039
## 22244.2182358907 22256.9503645938 22274.3683716308 22277.6260218373
## -0.040 -0.043 -0.046 -0.046
## 22289.7270860894 22291.4185773143 22296.0596523944 22305.5674137414
## -0.048 -0.049 -0.050 -0.051
## 22308.8217288012 22316.3982836371 22326.8920457187 22329.7400794385
## -0.052 -0.053 -0.055 -0.056
## 22330.4667873111 22331.2378764976 22337.4483929672 22372.3032667712
## -0.056 -0.056 -0.057 -0.063
## 22374.824909706 22377.2729499167 22387.3157527548 22389.3804856054
## -0.063 -0.064 -0.066 -0.066
## 22390.7955656307 22396.2092538238 22411.0068636444 22418.908188859
## -0.066 -0.067 -0.070 -0.071
## 22423.4952072926 22431.0269868892 22440.4010406262 22444.0817773994
## -0.072 -0.073 -0.075 -0.076
## 22444.0900677039 22444.5594119983 22445.1733031336 22452.0908078607
## -0.076 -0.076 -0.076 -0.077
## 22452.6355666249 22455.6950117511 22462.1132870362 22465.6875565417
## -0.077 -0.078 -0.079 -0.079
## 22475.046873481 22475.0929602787 22481.0273182273 22505.5185969294
## -0.081 -0.081 -0.082 -0.086
## 22510.9750698624 22511.6926151777 22520.418640022 22523.1245521142
## -0.087 -0.088 -0.089 -0.090
## 22523.4335699663 22526.2797532052 22527.681207021 22535.0851583473
## -0.090 -0.090 -0.090 -0.092
## 22539.7116145122 22540.7751673636 22543.2562924458 22550.4922642251
## -0.092 -0.093 -0.093 -0.094
## 22554.8300874286 22557.6035963949 22557.77957608 22561.5083113986
## -0.095 -0.096 -0.096 -0.096
## 22575.1885769323 22577.8189350673 22581.224488236 22585.7888091097
## -0.099 -0.099 -0.100 -0.101
## 22603.6494543647 22610.7687134353 22613.2974849929 22619.2399310213
## -0.104 -0.105 -0.105 -0.106
## 22624.03418163 22631.6577270693 22644.7663475189 22648.237552797
## -0.107 -0.109 -0.111 -0.112
## 22656.7146248111 22665.1385275873 22671.4797612291 22673.0344718994
## -0.113 -0.114 -0.116 -0.116
## 22685.684440356 22690.0458709431 22690.2444040702 22709.3860577454
## -0.118 -0.119 -0.119 -0.122
## 22710.4583742876 22723.809958995 22746.0616591085 22749.1783520098
## -0.122 -0.125 -0.129 -0.129
## 22777.5320694981 22781.3645335691 22802.0399295643 22805.6115048136
## -0.134 -0.135 -0.139 -0.139
## 22807.3388514542 22821.2543765666 22824.6994651573 22826.484697454
## -0.140 -0.142 -0.143 -0.143
## 22829.1108420694 22829.1232119306 22833.1920415166 22856.7429013099
## -0.143 -0.143 -0.144 -0.148
## 22886.9657347502 22888.7880646954 22899.0629143317 22900.1182506424
## -0.154 -0.154 -0.156 -0.156
## 22911.6144859714 22912.1895789936 22916.5722417737 22939.1443767059
## -0.158 -0.158 -0.159 -0.163
## 22957.6534025446 22958.0099928107 22960.1806438697 22970.9572788605
## -0.166 -0.166 -0.166 -0.168
## 22981.7494111228 22982.9274446071 22984.0509514824 22989.351184203
## -0.170 -0.170 -0.171 -0.172
## 22989.7963899466 22993.7293503067 23000.723137396 23006.2422232523
## -0.172 -0.172 -0.174 -0.174
## 23022.1689453268 23027.3852620193 23027.5497593353 23029.6636135636
## -0.177 -0.178 -0.178 -0.179
## 23031.215807156 23037.0768327763 23039.3285053969 23045.7262469721
## -0.179 -0.180 -0.180 -0.181
## 23050.3312567446 23051.4418571356 23072.7806982813 23073.0639661446
## -0.182 -0.182 -0.186 -0.186
## 23084.0665849678 23087.2176586511 23094.8723935776 23103.4104441288
## -0.188 -0.189 -0.190 -0.192
## 23103.6535388271 23104.520386915 23109.8542310939 23112.5044353158
## -0.192 -0.192 -0.193 -0.193
## 23114.0318331737 23114.4460756879 23124.5779757139 23129.4601778534
## -0.193 -0.194 -0.195 -0.196
## 23129.7480555276 23133.6623529051 23154.0623192005 23158.3890964705
## -0.196 -0.197 -0.200 -0.201
## 23172.2815103585 23173.3195296837 23207.0928411917 23220.1206133904
## -0.204 -0.204 -0.210 -0.212
## 23234.7889342349 23249.6538342961 23254.0096194587 23257.2088336582
## -0.215 -0.217 -0.218 -0.219
## 23259.0124489709 23260.4720047 23264.1099677291 23268.2430811417
## -0.219 -0.219 -0.220 -0.221
## 23308.2968770492 23318.18797602 23335.6742061327 23347.1727098848
## -0.228 -0.229 -0.232 -0.234
## 23349.4854168341 23372.8826536923 23403.6373043714 23406.8591601455
## -0.235 -0.239 -0.244 -0.245
## 23425.3313159808 23432.1097304802 23432.96269428 23433.9017740698
## -0.248 -0.249 -0.250 -0.250
## 23441.2671432942 23460.8213806636 23469.2208669321 23493.1208639209
## -0.251 -0.254 -0.256 -0.260
## 23495.3074833057 23502.8577952329 23512.8379572291 23514.6366474134
## -0.260 -0.262 -0.264 -0.264
## 23517.6810114108 23535.0289007381 23556.9343532733 23558.5547458282
## -0.264 -0.267 -0.271 -0.272
## 23564.5796634716 23565.1784044094 23565.7327103703 23567.132875413
## -0.273 -0.273 -0.273 -0.273
## 23572.1578020195 23575.9914302469 23580.6572904824 23590.3137123257
## -0.274 -0.275 -0.275 -0.277
## 23590.9321286561 23602.1878318338 23603.0654168312 23603.5018700403
## -0.277 -0.279 -0.279 -0.280
## 23608.8622389199 23610.5175631684 23614.7029612405 23616.8046226277
## -0.280 -0.281 -0.281 -0.282
## 23625.8138861317 23641.4720284262 23641.7025653039 23642.9925966284
## -0.283 -0.286 -0.286 -0.286
## 23659.2115198818 23673.1006059876 23683.1101899716 23688.2052233131
## -0.289 -0.292 -0.294 -0.294
## 23707.4653042446 23718.552011172 23720.4817304799 23727.0941051988
## -0.298 -0.300 -0.300 -0.301
## 23728.2940145621 23734.8462111029 23736.816258284 23748.1839920137
## -0.301 -0.303 -0.303 -0.305
## 23774.2582792293 23778.7587185804 23781.3287401559 23783.0995563778
## -0.310 -0.310 -0.311 -0.311
## 23793.0313577317 23823.4928877039 23827.2750154029 23828.2076816344
## -0.313 -0.318 -0.319 -0.319
## 23829.7928804338 23838.8172614427 23863.7168635121 23873.3782101337
## -0.319 -0.321 -0.325 -0.327
## 23879.2267568542 23884.1314786283 23890.8933579434 23894.1360096151
## -0.328 -0.329 -0.330 -0.331
## 23898.9744767757 23917.1901461439 23920.2547782236 23926.0788249593
## -0.331 -0.335 -0.335 -0.336
## 23930.3745489057 23931.2828331319 23936.2753323121 23951.1059865717
## -0.337 -0.337 -0.338 -0.341
## 23961.5045348713 23971.9895189152 23978.1076827325 23985.8644222939
## -0.342 -0.344 -0.345 -0.347
## 23989.990150726 24000.5231437972 24008.9920395674 24028.4054057367
## -0.347 -0.349 -0.351 -0.354
## 24036.5938267938 24037.5104900374 24041.3262800613 24042.1881600117
## -0.356 -0.356 -0.357 -0.357
## 24061.3495957529 24069.3359147042 24070.2636506354 24085.1121402434
## -0.360 -0.361 -0.362 -0.364
## 24108.1275505103 24112.1534705246 24145.3857617075 24160.354320974
## -0.368 -0.369 -0.375 -0.377
## 24161.2549790258 24167.8428818164 24170.274894475 24172.7033126078
## -0.378 -0.379 -0.379 -0.380
## 24196.2644149028 24196.5226787573 24200.3534823925 24207.0816733459
## -0.384 -0.384 -0.384 -0.386
## 24207.2980265483 24211.6307702594 24227.9611393419 24244.1119628492
## -0.386 -0.386 -0.389 -0.392
## 24246.5035646721 24252.4588243787 24259.7516694739 24266.5178929574
## -0.393 -0.394 -0.395 -0.396
## 24282.1547690616 24283.658791141 24293.172662812 24311.9057941319
## -0.399 -0.399 -0.401 -0.404
## 24312.0377982607 24316.1633399218 24316.8751458095 24323.8659030459
## -0.404 -0.405 -0.405 -0.406
## 24344.9666925697 24352.0660991124 24354.3351749432 24359.4704142129
## -0.410 -0.411 -0.412 -0.412
## 24383.7415382147 24387.9680713746 24389.3628851336 24405.2505349528
## -0.417 -0.417 -0.418 -0.421
## 24409.0967947718 24412.5035369194 24414.9734849734 24415.0705644456
## -0.421 -0.422 -0.422 -0.422
## 24417.8613245015 24435.6420801134 24445.9875395314 24454.7258642259
## -0.423 -0.426 -0.428 -0.429
## 24456.1748880976 24463.1374178593 24468.0483903546 24470.2042563359
## -0.429 -0.431 -0.432 -0.432
## 24480.6717950075 24497.8739352071 24502.1551461459 24510.5075584007
## -0.434 -0.437 -0.438 -0.439
## 24518.5742973591 24531.869440385 24538.4372928685 24539.7131646006
## -0.440 -0.443 -0.444 -0.444
## 24548.5982985995 24560.7006060015 24578.4212213106 24590.1259344024
## -0.446 -0.448 -0.451 -0.453
## 24600.7606905464 24607.0880984833 24627.8675604689 24634.5524428713
## -0.455 -0.456 -0.460 -0.461
## 24642.8123333365 24649.6747478938 24656.2396794446 24678.329289092
## -0.462 -0.463 -0.465 -0.469
## 24682.124546316 24683.7235660297 24694.7442052175 24699.523902991
## -0.469 -0.469 -0.471 -0.472
## 24709.7288581372 24711.4149273781 24712.9934319311 24723.1062958512
## -0.474 -0.474 -0.475 -0.476
## 24741.5349992293 24752.0724597554 24755.9602556728 24767.167109109
## -0.480 -0.482 -0.482 -0.484
## 24769.5113937387 24786.0505277217 24789.3547340089 24790.7245994552
## -0.485 -0.487 -0.488 -0.488
## 24792.5256226641 24793.4556751127 24814.4858051102 24820.4930912057
## -0.489 -0.489 -0.492 -0.494
## 24827.5166408732 24846.141872429 24855.8300423035 24855.9077808123
## -0.495 -0.498 -0.500 -0.500
## 24856.6071072113 24856.6332093722 24870.8259412737 24873.6227811338
## -0.500 -0.500 -0.502 -0.503
## 24882.6251634948 24897.2866015262 24897.557030423 24905.2845210004
## -0.504 -0.507 -0.507 -0.508
## 24909.444009562 24909.7831472217 24912.8797054704 24913.8371658901
## -0.509 -0.509 -0.510 -0.510
## 24916.6255850124 24930.1988112159 24964.7777030965 24967.3229977818
## -0.510 -0.513 -0.519 -0.519
## 24974.692773773 24978.4831768888 24991.7660205238 25008.5322475648
## -0.521 -0.521 -0.524 -0.527
## 25035.2710422679 25039.354695502 25043.5328033571 25046.7986402883
## -0.531 -0.532 -0.533 -0.533
## 25058.1602171441 25063.6830133178 25070.0087387663 25100.1314045045
## -0.535 -0.536 -0.537 -0.543
## 25107.2086297983 25110.0376263739 25131.6652787661 25137.4276769244
## -0.544 -0.544 -0.548 -0.549
## 25142.7337383449 25145.0241247856 25151.4115735005 25172.5857593356
## -0.550 -0.551 -0.552 -0.555
## 25175.7541581942 25189.8306215794 25204.6740817039 25208.1518423246
## -0.556 -0.558 -0.561 -0.562
## 25222.9560038624 25227.5451533956 25234.4279721055 25236.7013164683
## -0.564 -0.565 -0.566 -0.567
## 25253.0790624084 25257.6492862795 25259.7805489619 25274.610304821
## -0.570 -0.570 -0.571 -0.573
## 25299.5115574544 25305.1029301757 25319.9138670987 25337.1229631242
## -0.578 -0.579 -0.581 -0.584
## 25338.6193421931 25355.9989214376 25363.0165944105 25366.1206868904
## -0.585 -0.588 -0.589 -0.589
## 25366.7979048099 25383.7651834425 25394.1047202997 25396.0117823769
## -0.590 -0.593 -0.594 -0.595
## 25399.1090056492 25410.8118715574 25412.7097419039 25419.5516551411
## -0.595 -0.597 -0.598 -0.599
## 25419.76949819 25422.3385484911 25433.2320953081 25433.4650149265
## -0.599 -0.599 -0.601 -0.601
## 25441.0561222929 25456.2749766524 25460.3007927854 25475.8848438926
## -0.603 -0.605 -0.606 -0.609
## 25480.9184100096 25484.5084909879 25489.0750255838 25498.3295398809
## -0.610 -0.610 -0.611 -0.613
## 25506.9122371449 25508.3869488256 25510.0972982146 25521.8892241758
## -0.614 -0.615 -0.615 -0.617
## 25524.8234698925 25541.1527652214 25556.0531280376 25564.7675636806
## -0.617 -0.620 -0.623 -0.624
## 25574.0917214284 25583.492008523 25589.610591845 25590.6802441917
## -0.626 -0.628 -0.629 -0.629
## 25591.8409841675 25612.14891234 25620.7713651998 25623.3405492567
## -0.629 -0.633 -0.634 -0.635
## 25623.8675031277 25626.4810500146 25630.3200369997 25634.5332840347
## -0.635 -0.635 -0.636 -0.637
## 25645.0672330175 25648.5694962574 25650.7776431203 25653.6902310447
## -0.639 -0.639 -0.640 -0.640
## 25661.3605394691 25668.198954462 25669.7199199167 25672.3119960212
## -0.641 -0.643 -0.643 -0.643
## 25680.7173883672 25694.873705517 25696.3209415468 25702.5186730645
## -0.645 -0.647 -0.648 -0.649
## 25703.1552008874 25717.93617798 25721.8338661653 25740.4125907411
## -0.649 -0.651 -0.652 -0.655
## 25770.0067216567 25780.0590770006 25794.9501899833 25795.6936351192
## -0.661 -0.662 -0.665 -0.665
## 25815.3892065397 25815.6090902168 25825.387005077 25833.8517133062
## -0.668 -0.669 -0.670 -0.672
## 25838.1284837501 25839.8941037115 25840.5788876713 25842.5812793665
## -0.672 -0.673 -0.673 -0.673
## 25863.343244603 25866.1039485823 25868.5987334501 25887.6317221867
## -0.677 -0.677 -0.678 -0.681
## 25911.321679537 25918.5679532628 25926.075642581 25927.2654318795
## -0.685 -0.687 -0.688 -0.688
## 25937.7114383158 25951.5540356729 25954.0317643208 25959.6138978345
## -0.690 -0.692 -0.693 -0.694
## 25969.2151195352 25972.8037506005 25973.326630596 25993.7114057699
## -0.696 -0.696 -0.696 -0.700
## 25999.9536694326 26003.1632654559 26004.5288766047 26009.0752593306
## -0.701 -0.702 -0.702 -0.703
## 26012.1302777813 26012.488745651 26030.618513624 26034.5281981217
## -0.703 -0.703 -0.706 -0.707
## 26062.4472168714 26098.6379563825 26115.6163263764 26124.9314146439
## -0.712 -0.718 -0.721 -0.723
## 26132.211811924 26136.3135711959 26138.0976104549 26138.7801906639
## -0.724 -0.725 -0.725 -0.725
## 26148.53787267 26177.7895084021 26188.1621735613 26189.6470635159
## -0.727 -0.732 -0.734 -0.734
## 26210.1160122227 26215.4011031509 26220.1742141382 26240.4929815009
## -0.738 -0.739 -0.740 -0.743
## 26244.0369079543 26262.545482066 26281.2978121291 26296.9483002525
## -0.744 -0.747 -0.750 -0.753
## 26307.2984547598 26321.6891945835 26325.8176987464 26351.9037738379
## -0.755 -0.758 -0.758 -0.763
## 26362.9650123093 26369.0265699827 26373.4954284172 26376.0622874615
## -0.765 -0.766 -0.767 -0.767
## 26392.8636118649 26395.2487780321 26402.7039573475 26408.8817675128
## -0.770 -0.770 -0.772 -0.773
## 26420.809564132 26422.0978889055 26436.0333265056 26448.245087468
## -0.775 -0.775 -0.778 -0.780
## 26453.0033478203 26472.6918028776 26473.7132389616 26484.5153163741
## -0.781 -0.784 -0.784 -0.786
## 26486.1814399634 26489.1147012791 26492.7161808788 26493.0762065282
## -0.786 -0.787 -0.788 -0.788
## 26502.5957738206 26532.7372545335 26551.3701046956 26552.9744009839
## -0.789 -0.795 -0.798 -0.798
## 26559.3608971485 26559.3804055742 26561.5694913177 26562.4471790062
## -0.799 -0.799 -0.800 -0.800
## 26594.3520762778 26595.3735430091 26597.5864473743 26608.9291541066
## -0.805 -0.806 -0.806 -0.808
## 26618.0596367757 26631.2128742276 26640.0721877507 26653.7649657176
## -0.810 -0.812 -0.814 -0.816
## 26678.3928787385 26686.8479409817 26687.8744833339 26693.7616068457
## -0.820 -0.822 -0.822 -0.823
## 26703.8534734583 26716.359707507 26726.7711134062 26730.1926129636
## -0.825 -0.827 -0.829 -0.829
## 26730.635333885 26736.0855673688 26738.525360886 26744.2315262742
## -0.829 -0.830 -0.831 -0.832
## 26744.3017417427 26755.7188391043 26756.9179998191 26764.4944304094
## -0.832 -0.834 -0.834 -0.835
## 26780.6917873317 26804.1094914688 26807.1195118056 26811.2030683756
## -0.838 -0.842 -0.843 -0.844
## 26831.6104106879 26843.470364385 26845.6610134751 26848.6298415976
## -0.847 -0.849 -0.850 -0.850
## 26849.1947354468 26853.9494931761 26855.1056106479 26865.3737409052
## -0.850 -0.851 -0.851 -0.853
## 26880.2200398843 26885.8349381375 26894.1448901902 26895.2579555006
## -0.856 -0.857 -0.858 -0.858
## 26912.2284169846 26913.3734857514 26931.243483431 26944.6819190872
## -0.861 -0.862 -0.865 -0.867
## 26951.8626530763 26955.3301827065 26964.31718088 26999.3820759202
## -0.868 -0.869 -0.871 -0.877
## 27000.1068798653 27001.3353191831 27007.8869057916 27008.0118744691
## -0.877 -0.877 -0.878 -0.878
## 27022.7085047958 27025.2069630246 27030.7549992564 27032.1422618595
## -0.881 -0.881 -0.882 -0.882
## 27044.9598104527 27045.9299579096 27055.6962608842 27062.0658885193
## -0.885 -0.885 -0.887 -0.888
## 27064.4184088168 27071.118618299 27080.2687222118 27088.4764602531
## -0.888 -0.889 -0.891 -0.892
## 27109.2396523568 27109.8956091205 27141.3629029435 27150.395399593
## -0.896 -0.896 -0.902 -0.903
## 27151.3129023255 27158.6777341009 27159.3843452335 27163.4578756059
## -0.903 -0.905 -0.905 -0.906
## 27172.8935729362 27174.6876375646 27179.4048197223 27180.0571892221
## -0.907 -0.908 -0.908 -0.908
## 27192.2805606463 27193.3173775301 27197.3024410022 27198.4325907705
## -0.911 -0.911 -0.912 -0.912
## 27199.6419926584 27215.9027417099 27218.8219761892 27244.6344695651
## -0.912 -0.915 -0.915 -0.920
## 27267.9818609542 27277.5799637385 27283.7806547279 27296.294044952
## -0.924 -0.926 -0.927 -0.929
## 27310.0608479416 27312.1683846992 27317.0994442989 27319.5690299464
## -0.931 -0.932 -0.933 -0.933
## 27331.3619619278 27336.9626239712 27345.1742880276 27352.3434145065
## -0.935 -0.936 -0.938 -0.939
## 27355.9343064845 27357.4567445803 27361.6590661767 27365.1063626295
## -0.939 -0.940 -0.940 -0.941
## 27368.014339003 27377.6997757445 27382.7693310334 27402.0199990423
## -0.942 -0.943 -0.944 -0.948
## 27405.3162117642 27408.4993324818 27414.8991229379 27417.9980429025
## -0.948 -0.949 -0.950 -0.950
## 27418.7810444801 27420.167424582 27430.4417310735 27433.5872941518
## -0.950 -0.951 -0.953 -0.953
## 27435.3065608162 27463.6547947009 27468.6817069617 27468.980170109
## -0.953 -0.958 -0.959 -0.959
## 27492.3073065878 27509.8934247155 27547.8070563566 27548.6141773381
## -0.963 -0.966 -0.973 -0.973
## 27554.3452632401 27558.5425325701 27567.375669681 27577.2136232778
## -0.974 -0.975 -0.977 -0.978
## 27622.7462675418 27648.1596534202 27651.6090987283 27653.2351844107
## -0.986 -0.991 -0.991 -0.992
## 27662.3971005681 27668.4857194752 27671.5226001099 27682.5074455773
## -0.993 -0.994 -0.995 -0.997
## 27687.737646353 27690.4747840369 27700.1219452523 27701.7940546912
## -0.998 -0.998 -1.000 -1.000
## 27716.3387233003 27733.713098892 27752.0002395638 27768.3828701335
## -1.003 -1.006 -1.009 -1.012
## 27771.0801335194 27776.1802572791 27776.9010516934 27784.0484839693
## -1.012 -1.013 -1.013 -1.015
## 27795.732040941 27824.1904833748 27834.2176963405 27840.6942100944
## -1.017 -1.022 -1.024 -1.025
## 27849.1420882232 27852.0974386616 27859.7483063633 27867.4867569399
## -1.026 -1.027 -1.028 -1.029
## 27881.5044073984 27884.4342516896 27912.9082626705 27919.7706657531
## -1.032 -1.032 -1.037 -1.039
## 27931.2084020948 27948.5894454311 27951.6130700269 27959.9261609142
## -1.041 -1.044 -1.044 -1.046
## 27959.9878730123 27965.0721459284 27971.8918061451 27977.6732082385
## -1.046 -1.047 -1.048 -1.049
## 27979.7362222547 27981.0911901959 27983.1794220317 28001.1181788031
## -1.049 -1.049 -1.050 -1.053
## 28049.6462831663 28062.6418920404 28086.8734976467 28099.0387292598
## -1.061 -1.064 -1.068 -1.070
## 28102.7566250467 28105.9648871106 28135.0768379584 28140.7681545115
## -1.071 -1.071 -1.076 -1.077
## 28141.2164972166 28149.0526850474 28149.4117916229 28165.872560417
## -1.078 -1.079 -1.079 -1.082
## 28170.8851013662 28174.6205162508 28184.9005269664 28194.4526464939
## -1.083 -1.083 -1.085 -1.087
## 28224.7741784943 28232.0184064596 28234.9068571562 28263.3106380658
## -1.092 -1.093 -1.094 -1.099
## 28263.8037202968 28266.7551066084 28273.6032434375 28278.7892756341
## -1.099 -1.100 -1.101 -1.102
## 28292.7803184322 28301.5169485488 28311.2918422108 28315.4377769419
## -1.104 -1.106 -1.107 -1.108
## 28327.1673381644 28334.4919374665 28338.66404003 28338.9814605661
## -1.110 -1.112 -1.112 -1.112
## 28357.942773948 28388.004886737 28390.8913582763 28391.9981854218
## -1.116 -1.121 -1.121 -1.122
## 28392.4249762019 28398.5541963724 28407.6610258847 28415.1843469364
## -1.122 -1.123 -1.124 -1.126
## 28415.5758321406 28460.2033969124 28474.2025803626 28487.7085978243
## -1.126 -1.134 -1.136 -1.138
## 28492.1705091364 28499.1073279735 28504.9975077565 28508.2169286128
## -1.139 -1.140 -1.141 -1.142
## 28508.6377995939 28544.6162869804 28545.3554327859 28553.5594577428
## -1.142 -1.148 -1.149 -1.150
## 28584.175809707 28608.0520763725 28612.266106918 28628.1518564375
## -1.155 -1.160 -1.160 -1.163
## 28630.9544157166 28633.8463849574 28652.1433037333 28653.4723417489
## -1.164 -1.164 -1.167 -1.168
## 28689.5957776829 28697.00482707 28698.7299648987 28702.9523802251
## -1.174 -1.175 -1.176 -1.176
## 28703.7511400907 28722.1758468669 28723.6176265638 28748.6877390461
## -1.176 -1.180 -1.180 -1.184
## 28749.7165435282 28760.0068440838 28767.7574225706 28779.6500110336
## -1.185 -1.186 -1.188 -1.190
## 28780.3404316327 28790.5476846613 28791.6144162295 28827.3601856291
## -1.190 -1.192 -1.192 -1.198
## 28837.3304012791 28862.2571698188 28864.9102806917 28894.4769699215
## -1.200 -1.204 -1.205 -1.210
## 28897.4915274015 28909.2902841531 28912.2022010168 28915.6432235249
## -1.211 -1.213 -1.213 -1.214
## 28918.4199530772 28919.8117752605 28954.8010120555 28966.5693268439
## -1.214 -1.214 -1.221 -1.223
## 28970.0876058573 28979.7676010817 28988.7023433206 28990.2978470671
## -1.223 -1.225 -1.227 -1.227
## 28990.7878822224 29000.5897119255 29009.0108210133 29032.7811034741
## -1.227 -1.229 -1.230 -1.234
## 29045.2611381128 29046.0835152312 29057.2276174895 29072.0381208627
## -1.237 -1.237 -1.239 -1.241
## 29072.1696542146 29091.2071007486 29122.6969969326 29123.7083038083
## -1.241 -1.245 -1.250 -1.250
## 29136.3386768054 29136.8146238697 29169.720783491 29189.1367209076
## -1.253 -1.253 -1.258 -1.262
## 29213.6203862088 29228.3346834928 29252.5011116665 29258.7381359196
## -1.266 -1.269 -1.273 -1.274
## 29263.5540689817 29298.0742615791 29298.3594915512 29299.1233527876
## -1.275 -1.281 -1.281 -1.281
## 29307.1289445804 29313.783352935 29317.1424400718 29322.740697203
## -1.283 -1.284 -1.284 -1.285
## 29331.2366329032 29339.929268454 29342.7097558948 29344.8444764861
## -1.287 -1.288 -1.289 -1.289
## 29368.6741840522 29370.2641838189 29381.936405108 29382.3352583424
## -1.293 -1.294 -1.296 -1.296
## 29411.6286451203 29426.473780195 29432.2082511043 29433.4237839853
## -1.301 -1.304 -1.305 -1.305
## 29461.0237702005 29477.7643989219 29483.6018538998 29493.4229674095
## -1.310 -1.313 -1.314 -1.315
## 29496.9101574473 29508.4928139997 29513.8048595529 29532.6150034644
## -1.316 -1.318 -1.319 -1.322
## 29533.6088261176 29534.6902917535 29542.3381653355 29549.6588229162
## -1.322 -1.323 -1.324 -1.325
## 29551.3341477723 29565.7111079421 29567.6989293753 29568.5358520181
## -1.325 -1.328 -1.328 -1.329
## 29614.3487900811 29616.4928693229 29644.8136059698 29690.9171579252
## -1.337 -1.337 -1.342 -1.350
## 29706.2342242714 29721.9116303501 29743.8225952345 29772.0192474496
## -1.353 -1.355 -1.359 -1.364
## 29778.3578769543 29808.2369044406 29818.0950421134 29827.7939692543
## -1.365 -1.371 -1.372 -1.374
## 29846.7190567121 29860.2757770163 29879.0601461059 29917.820209045
## -1.377 -1.380 -1.383 -1.390
## 29956.3630175897 29957.1912153997 29983.1160070365 29985.2498805967
## -1.397 -1.397 -1.401 -1.402
## 29999.9870053577 30013.7007485032 30021.2570785221 30031.8391813162
## -1.404 -1.407 -1.408 -1.410
## 30037.2216246519 30042.9285064266 30045.3677414347 30050.4394464515
## -1.411 -1.412 -1.412 -1.413
## 30168.6065964991 30191.6924569484 30204.5467350655 30210.2503673701
## -1.434 -1.438 -1.440 -1.441
## 30211.8329908551 30220.6124864089 30235.1708031344 30245.9569748408
## -1.442 -1.443 -1.446 -1.448
## 30249.170845011 30253.8511025794 30268.4212718645 30280.7885930261
## -1.448 -1.449 -1.452 -1.454
## 30284.4948691394 30301.8566743972 30307.2176749942 30308.2311805765
## -1.454 -1.457 -1.458 -1.459
## 30348.2436507032 30362.683947904 30379.3594407035 30396.9046188083
## -1.466 -1.468 -1.471 -1.474
## 30412.3723312613 30430.2117521533 30434.2691184066 30453.6231855221
## -1.477 -1.480 -1.481 -1.484
## 30468.6418264806 30471.9290975361 30524.0937906308 30565.5783910845
## -1.487 -1.487 -1.497 -1.504
## 30566.767504054 30569.8105511719 30573.0663150297 30575.357138474
## -1.504 -1.505 -1.505 -1.506
## 30575.946902389 30579.3710665914 30586.5926633082 30592.5488310597
## -1.506 -1.506 -1.508 -1.509
## 30594.2806747366 30606.2235932089 30610.0479004165 30616.6151488537
## -1.509 -1.511 -1.512 -1.513
## 30630.7599391743 30646.8152754219 30656.1631130276 30660.2096664946
## -1.515 -1.518 -1.520 -1.521
## 30681.1202579398 30684.211642415 30722.2982326494 30733.5038376123
## -1.524 -1.525 -1.531 -1.533
## 30739.6890854019 30759.6814401909 30797.519998954 30809.7057042772
## -1.534 -1.538 -1.545 -1.547
## 30823.7304901234 30846.5854741233 30854.8304684226 30862.7844585321
## -1.549 -1.553 -1.555 -1.556
## 30879.0266843589 30897.9900392578 30914.1115790076 30927.3942820892
## -1.559 -1.562 -1.565 -1.567
## 30939.0232137832 30944.3635912427 30950.6810998215 30969.0475932808
## -1.570 -1.570 -1.572 -1.575
## 30980.6007867889 30988.9730193786 30989.9484145183 31017.2394176617
## -1.577 -1.578 -1.578 -1.583
## 31040.8844943486 31044.738180026 31056.5787823247 31062.3719148457
## -1.587 -1.588 -1.590 -1.591
## 31073.0313379886 31080.4320756362 31081.7352643109 31085.0834334038
## -1.593 -1.594 -1.595 -1.595
## 31101.6842769064 31114.6356525847 31114.820836331 31125.7404339405
## -1.598 -1.600 -1.600 -1.602
## 31130.2126424953 31144.7031242029 31145.1107387146 31150.5134211624
## -1.603 -1.606 -1.606 -1.607
## 31151.6151790319 31155.5402183053 31155.9888200874 31157.1101670537
## -1.607 -1.608 -1.608 -1.608
## 31161.3683876993 31177.133368776 31251.6437328845 31292.1277036749
## -1.609 -1.611 -1.625 -1.632
## 31295.9024095097 31315.6143871585 31320.2455878311 31321.0824263096
## -1.632 -1.636 -1.637 -1.637
## 31344.4603943699 31350.2757654794 31359.3864556634 31369.5416407831
## -1.641 -1.642 -1.643 -1.645
## 31409.063978837 31414.5258053407 31421.1444954795 31421.731633221
## -1.652 -1.653 -1.654 -1.654
## 31429.3790292488 31461.1967599705 31528.948689977 31548.0064636959
## -1.656 -1.661 -1.673 -1.677
## 31561.9555302098 31598.5363767428 31606.3488262981 31617.075414966
## -1.679 -1.686 -1.687 -1.689
## 31620.1907855826 31659.9627445423 31683.8645933276 31725.4877656977
## -1.689 -1.696 -1.701 -1.708
## 31749.9243962038 31795.6256062632 31871.2912388376 31883.0103065336
## -1.712 -1.720 -1.733 -1.736
## 31903.3998115322 31920.5846944967 31935.690705113 31965.3640407779
## -1.739 -1.742 -1.745 -1.750
## 31974.4816313199 31977.3701368209 31991.95874665 32000.1789362989
## -1.752 -1.752 -1.755 -1.756
## 32000.8439113861 32018.2896312132 32033.3320188573 32037.6054705218
## -1.756 -1.759 -1.762 -1.763
## 32040.5056694368 32071.1793693836 32079.7748152039 32092.0583840432
## -1.763 -1.769 -1.770 -1.772
## 32102.1907052522 32105.2871154118 32112.5698735271 32129.9963073875
## -1.774 -1.775 -1.776 -1.779
## 32144.7999336183 32150.9793928329 32156.819438955 32160.5339234497
## -1.782 -1.783 -1.784 -1.784
## 32161.8400904827 32170.0691600962 32182.2623177984 32210.816300635
## -1.785 -1.786 -1.788 -1.793
## 32237.2454329823 32238.0777824896 32241.0796143237 32251.3596484583
## -1.798 -1.798 -1.799 -1.800
## 32269.5049381204 32328.5382641938 32328.7148115751 32333.8415422196
## -1.804 -1.814 -1.814 -1.815
## 32349.102377707 32358.5385950716 32405.4138607089 32415.7336238446
## -1.818 -1.819 -1.827 -1.829
## 32423.4626851086 32452.6144091439 32471.4563235027 32496.6402162724
## -1.831 -1.836 -1.839 -1.843
## 32528.115614331 32555.8525370737 32568.1535002918 32571.0545177056
## -1.849 -1.854 -1.856 -1.857
## 32595.1202435222 32600.4294060581 32602.3400842342 32617.1246035876
## -1.861 -1.862 -1.862 -1.865
## 32619.312974501 32651.8027643387 32653.9103602676 32680.977991229
## -1.865 -1.871 -1.871 -1.876
## 32704.5692857706 32740.5646611937 32742.1873326586 32751.9289627299
## -1.880 -1.886 -1.887 -1.888
## 32768.2279661765 32775.6325849781 32808.3075031663 32821.8500909806
## -1.891 -1.893 -1.898 -1.901
## 32833.4311685158 32858.4830964626 32865.5095253735 32869.4744077092
## -1.903 -1.907 -1.908 -1.909
## 32872.3805657799 32873.8200217157 32875.1920573598 32882.1559430124
## -1.910 -1.910 -1.910 -1.911
## 32886.5288985909 32898.7493677353 32910.5251822548 32911.929716773
## -1.912 -1.914 -1.916 -1.916
## 32916.3314778355 32946.5675178187 32951.3163686469 32981.2394564885
## -1.917 -1.923 -1.923 -1.929
## 32981.2583772158 33013.4797743492 33037.3533865497 33046.7276058179
## -1.929 -1.934 -1.939 -1.940
## 33080.5888254503 33092.6693529876 33095.3895967533 33123.4429796103
## -1.946 -1.948 -1.949 -1.954
## 33153.8129755805 33155.5782183123 33173.4994093615 33197.1505268515
## -1.959 -1.959 -1.962 -1.967
## 33219.0745454325 33223.5815287499 33244.5555969906 33245.6305872951
## -1.971 -1.971 -1.975 -1.975
## 33266.5715751629 33306.0125376597 33315.9470816439 33337.1096494329
## -1.979 -1.986 -1.988 -1.991
## 33347.971098359 33357.5158628842 33360.1707216473 33364.9181228795
## -1.993 -1.995 -1.995 -1.996
## 33365.3154156343 33424.7686784948 33431.6711220534 33455.2409948232
## -1.996 -2.007 -2.008 -2.012
## 33462.034220705 33473.1125183584 33653.7619633927 33662.3890503183
## -2.013 -2.015 -2.047 -2.048
## 33681.3301401834 33737.2885243452 33744.1668069655 33773.1070608139
## -2.052 -2.062 -2.063 -2.068
## 33784.8262298012 33786.7163092011 33798.1089555945 33809.2247007378
## -2.070 -2.070 -2.072 -2.074
## 33820.6457596666 33843.6194470352 33892.2459506864 33897.0682016569
## -2.076 -2.080 -2.089 -2.090
## 33918.0408234781 33933.7098520302 33954.4354708409 33991.6515668705
## -2.093 -2.096 -2.100 -2.106
## 34006.4207331358 34006.7687453133 34094.0571774378 34132.0679786814
## -2.109 -2.109 -2.124 -2.131
## 34157.1844735778 34160.9251435213 34184.3084018893 34226.0721265743
## -2.135 -2.136 -2.140 -2.148
## 34250.1639249616 34261.9858894973 34265.8305814738 34277.760399692
## -2.152 -2.154 -2.155 -2.157
## 34298.1529414911 34314.0870911773 34353.8397251988 34355.6184268324
## -2.160 -2.163 -2.170 -2.170
## 34359.4007970424 34370.1971132997 34383.5976388336 34406.7764457473
## -2.171 -2.173 -2.175 -2.179
## 34415.8531458731 34440.7734335139 34446.7822621457 34451.9842140132
## -2.181 -2.185 -2.186 -2.187
## 34456.8011323141 34510.7529952627 34535.5538500435 34538.5440377385
## -2.188 -2.198 -2.202 -2.203
## 34558.4026673497 34565.7016902652 34573.6787857244 34585.0896069508
## -2.206 -2.207 -2.209 -2.211
## 34591.6781481183 34596.0018717407 34675.8628454173 34698.6211604499
## -2.212 -2.213 -2.227 -2.231
## 34702.4178480443 34727.4085640737 34768.9334199061 34793.8533059192
## -2.231 -2.236 -2.243 -2.247
## 34798.2525868031 34808.4427799682 34816.4445376799 34822.8163427774
## -2.248 -2.250 -2.251 -2.253
## 34864.4278934847 34865.3246335843 34865.3576815747 34873.9345228707
## -2.260 -2.260 -2.260 -2.262
## 34920.0393478345 34933.784401356 34971.8074826268 34989.0470805222
## -2.270 -2.272 -2.279 -2.282
## 35001.1447915766 35018.3256000263 35021.77409655 35044.3712802971
## -2.284 -2.287 -2.288 -2.292
## 35055.6164898922 35056.2322337289 35086.396962955 35200.7988338764
## -2.293 -2.294 -2.299 -2.319
## 35216.3859701736 35216.534274067 35229.0770016707 35254.0260465955
## -2.322 -2.322 -2.324 -2.328
## 35263.6123992581 35273.9762292274 35278.6817427457 35289.2371102066
## -2.330 -2.332 -2.333 -2.335
## 35343.628580103 35344.6580470059 35370.7355152243 35381.6707587249
## -2.344 -2.344 -2.349 -2.351
## 35418.7350399026 35434.2800620004 35439.6878401021 35455.7096121539
## -2.357 -2.360 -2.361 -2.364
## 35477.7666434694 35558.7316472448 35606.440176808 35633.2685107376
## -2.368 -2.382 -2.390 -2.395
## 35643.1812077599 35680.0678774288 35701.155320153 35729.6927086303
## -2.397 -2.403 -2.407 -2.412
## 35775.7933957219 35793.7577867437 35800.6992731764 35804.2926134041
## -2.420 -2.423 -2.425 -2.425
## 35883.7801103225 35899.2803088328 35902.7156837079 35957.7921825948
## -2.439 -2.442 -2.442 -2.452
## 35965.7445811409 35971.0251134858 36026.4015563512 36043.7066377661
## -2.454 -2.454 -2.464 -2.467
## 36112.1346343247 36152.8208993245 36185.6785380815 36267.2666579783
## -2.479 -2.486 -2.492 -2.507
## 36269.7013166622 36278.7183087971 36290.7461124105 36343.4070551405
## -2.507 -2.509 -2.511 -2.520
## 36412.4882596839 36435.7935138137 36438.3108757043 36477.7381124191
## -2.532 -2.536 -2.537 -2.544
## 36490.1430322234 36505.5242576332 36520.6586974192 36525.5508835813
## -2.546 -2.548 -2.551 -2.552
## 36578.2237453049 36622.2286062279 36640.3713661958 36701.9743474368
## -2.561 -2.569 -2.572 -2.583
## 36776.1374988694 36819.9868446899 36860.4688993127 36873.5579891029
## -2.596 -2.604 -2.611 -2.613
## 36966.853319344 36990.9559470938 37000.9556741392 37030.7081199356
## -2.630 -2.634 -2.636 -2.641
## 37033.1520913717 37086.5460540597 37118.2554361095 37169.4444035385
## -2.641 -2.651 -2.656 -2.665
## 37174.0054135509 37188.826021934 37191.1141405376 37200.2420647657
## -2.666 -2.669 -2.669 -2.671
## 37215.2268351918 37273.4292230446 37279.1289499549 37282.5224902374
## -2.673 -2.684 -2.685 -2.685
## 37308.9941594885 37356.7464013783 37376.792988931 37620.2484693225
## -2.690 -2.698 -2.702 -2.744
## 37625.7526798583 37795.7633178839 37820.0473274835 37861.4400120397
## -2.745 -2.775 -2.780 -2.787
## 37922.9056159064 37928.1421771668 37962.167991261 37993.1827545311
## -2.798 -2.799 -2.805 -2.810
## 38037.3530744227 38097.3297962617 38119.1855684812 38184.4695735575
## -2.818 -2.828 -2.832 -2.844
## 38356.226496409 38368.0126177155 38413.0570896167 38468.4135839304
## -2.874 -2.876 -2.884 -2.894
## 38494.7202456932 38605.3315300421 38633.3051688361 38713.112692263
## -2.898 -2.918 -2.923 -2.937
## 38748.4113455524 38767.7563693106 38781.4574218431 38787.462705099
## -2.943 -2.946 -2.949 -2.950
## 38852.0296359213 38886.3876786153 38895.3561355473 38918.778073175
## -2.961 -2.967 -2.969 -2.973
## 38969.3889920432 38971.0510103751 38976.0352139622 38977.3307980964
## -2.982 -2.982 -2.983 -2.983
## 39028.5993402908 39030.6037046118 39116.6827056993 39125.2091964632
## -2.992 -2.993 -3.008 -3.009
## 39143.4033288101 39172.3896429297 39184.8467196431 39207.5892484424
## -3.012 -3.017 -3.020 -3.024
## 39227.619456621 39233.0988388539 39234.4701835646 39251.1821291158
## -3.027 -3.028 -3.028 -3.031
## 39352.7758383635 39423.6660648149 39430.3078227189 39431.1126532353
## -3.049 -3.062 -3.063 -3.063
## 39431.2526318742 39484.6389206514 39489.0097363008 39498.6592891033
## -3.063 -3.072 -3.073 -3.075
## 39537.0864601025 39557.2555330711 39566.7543522655 39624.0871790661
## -3.082 -3.085 -3.087 -3.097
## 39657.2721080151 39659.8768980604 39716.1318039207 39742.9703293597
## -3.103 -3.103 -3.113 -3.118
## 39802.5149172044 39906.1902710149 39927.7370449961 39942.9538977941
## -3.128 -3.147 -3.150 -3.153
## 39960.2989508864 39995.1862718478 39997.7836974937 40009.7236100309
## -3.156 -3.162 -3.163 -3.165
## 40032.414004809 40148.1237214392 40149.3165568616 40175.2060914175
## -3.169 -3.189 -3.189 -3.194
## 40290.2216364182 40368.4206270365 40483.7303891254 40528.8053525219
## -3.214 -3.228 -3.248 -3.256
## 40546.9563315288 40581.4868012333 40588.4338307797 40611.7133191979
## -3.259 -3.265 -3.266 -3.271
## 40626.8478102306 40682.143997802 40684.3900138736 40709.7816628428
## -3.273 -3.283 -3.283 -3.288
## 40710.5243857423 40799.3603281274 40829.3531670798 40843.6165505521
## -3.288 -3.304 -3.309 -3.311
## 40847.7601463812 40879.7895726073 40936.1533912455 41065.2347645394
## -3.312 -3.318 -3.328 -3.350
## 41210.6669805377 41243.0380285497 41325.4435476735 41408.1148216618
## -3.376 -3.382 -3.396 -3.411
## 41411.6017070069 41452.6255742552 41461.316998935 41489.6398141628
## -3.411 -3.418 -3.420 -3.425
## 41538.2427300027 41552.0196643557 41569.9519850988 41801.4418368976
## -3.434 -3.436 -3.439 -3.480
## 41839.456448959 41982.6106553099 42059.3804171776 42061.3227993
## -3.486 -3.512 -3.525 -3.526
## 42063.8744046594 42210.8852369568 42268.3342960059 42310.8274981695
## -3.526 -3.552 -3.562 -3.569
## 42327.1680160393 42550.8418157718 42617.3033990573 43110.5037214637
## -3.572 -3.612 -3.623 -3.710
## 43195.4736684941 43533.6578453445 43536.0208740911 43680.2225208861
## -3.725 -3.784 -3.785 -3.810
## 43846.0252659028 43958.678129549 44063.0984166277 44069.2721578758
## -3.839 -3.859 -3.878 -3.879
## 44184.2304595026 44260.1911794052 44376.1873822621 44499.7287097196
## -3.899 -3.912 -3.933 -3.954
## 44506.4415607569 44539.738323258 44586.8126510022 44612.7513583106
## -3.956 -3.961 -3.970 -3.974
## 44652.3638722406 44868.458368024 44896.9841123919 44982.7341547376
## -3.981 -4.019 -4.024 -4.039
## 45041.1491387732 45050.0022762257 45141.6860363836 45148.8081176602
## -4.050 -4.051 -4.067 -4.068
## 45166.6393893745 45166.912141415 45222.5066654832 45243.0289529302
## -4.072 -4.072 -4.081 -4.085
## 45249.4490330168 45510.5843192796 45939.6891579836 46077.3584852622
## -4.086 -4.132 -4.208 -4.232
## 46113.9574853172 46140.1268495023 46718.5559653481 46931.8842927942
## -4.238 -4.243 -4.345 -4.382
## 47022.7458451256 47580.9916033353 47591.2831832964 47852.8888710532
## -4.398 -4.496 -4.498 -4.544
## 48002.0845960011 48007.8681343228 48175.8520929295 48204.1721924104
## -4.570 -4.571 -4.601 -4.606
## 48410.471014066 48621.563951536 49009.9246560268 49074.7304073705
## -4.642 -4.679 -4.747 -4.759
## 49125.3600841704 49341.421278568 49456.5871084231 50166.5333225942
## -4.768 -4.806 -4.826 -4.951
## 50279.2624293385 50793.898916874 51731.8205532411 52060.2268002668
## -4.971 -5.061 -5.226 -5.284
## 52318.9172975897 53735.899193867 55334.7027992928 56320.5869791585
## -5.329 -5.579 -5.860 -6.033
## 56351.3963037249 56488.6724127392 56867.8592361544 61227.1960077121
## -6.039 -6.063 -6.129 -6.896model.tables(dfs.aov, type = 'means')## Warning in replications(paste("~", xx), data = mf): non-factors ignored:
## df1$Solids## Tables of means
## Grand mean
##
## 196.3695
##
## df1$Solids
## df1$Solids
## 320.942611274359 728.750829576846 1198.94369900818 1351.90697909659
## 200.18 200.11 200.03 200.00
## 1372.09104349223 2552.96280365012 2808.02575567945 2835.3031650451
## 200.00 199.79 199.75 199.74
## 2912.21124682743 3413.08163340648 3640.73431981458 3773.28114658081
## 199.73 199.64 199.60 199.58
## 3802.41168101672 3900.91389173113 4111.78543179578 4142.49900062043
## 199.57 199.55 199.52 199.51
## 4168.19699374278 4304.49248308592 4343.35661100273 4425.42644029895
## 199.51 199.48 199.48 199.46
## 4440.2773573525 4466.25748768051 4544.84171758364 4728.65067102334
## 199.46 199.46 199.44 199.41
## 4784.96787942739 4857.25380670275 5075.26920185539 5097.82584977248
## 199.40 199.39 199.35 199.34
## 5100.09417269933 5128.45764576973 5157.05359987604 5230.63042980122
## 199.34 199.34 199.33 199.32
## 5232.9132535649 5477.34721476969 5516.87495257738 5576.62829706473
## 199.32 199.28 199.27 199.26
## 5619.13555786585 5689.80440487283 5699.50494220269 6040.36986802533
## 199.25 199.24 199.24 199.18
## 6068.45488494808 6108.79573426122 6193.33056232443 6342.50284277655
## 199.17 199.17 199.15 199.13
## 6493.54725634977 6552.62631415427 6626.37642571315 6670.65935353003
## 199.10 199.09 199.08 199.07
## 6675.6822445936 6698.23909516286 6700.77505380042 6743.3460655304
## 199.07 199.06 199.06 199.06
## 6785.14530269125 6787.4846600177 6873.55988537613 6874.58601639174
## 199.05 199.05 199.03 199.03
## 6879.76465337292 6967.73556512605 6974.225134834 7013.2117867073
## 199.03 199.02 199.01 199.01
## 7028.83961726569 7035.13379657523 7040.7376207776 7066.37691667231
## 199.00 199.00 199.00 199.00
## 7105.80070875753 7263.05674913012 7323.30230055197 7324.70142545847
## 198.99 198.96 198.95 198.95
## 7408.9761959146 7412.79805887667 7450.07437505789 7460.2472603387
## 198.94 198.94 198.93 198.93
## 7472.50648002047 7557.02127132121 7656.41324825941 7695.06393470298
## 198.93 198.91 198.89 198.89
## 7705.29860475964 7714.74696926233 7747.57726338611 7751.80949109883
## 198.89 198.88 198.88 198.88
## 7764.43802153686 7769.61611884175 7839.31875982938 7845.47289104084
## 198.88 198.87 198.86 198.86
## 7850.64189234206 7907.33044097137 7929.50474855063 7965.20791848011
## 198.86 198.85 198.85 198.84
## 7986.49323905631 7990.89146764889 7998.67451117685 8016.20293843755
## 198.84 198.84 198.83 198.83
## 8076.82228259523 8081.46647109159 8086.82599896704 8108.29732162461
## 198.82 198.82 198.82 198.81
## 8127.07125398758 8129.73491923601 8136.071590569 8201.36211322524
## 198.81 198.81 198.81 198.80
## 8213.77224471432 8238.29003830498 8240.81270935741 8273.59197053936
## 198.80 198.79 198.79 198.79
## 8296.55061111711 8403.28455222686 8406.72324367801 8451.31911090896
## 198.78 198.76 198.76 198.75
## 8471.67738143048 8508.15372997734 8524.87464557171 8532.13951695952
## 198.75 198.74 198.74 198.74
## 8535.40295572258 8572.42150850741 8580.2455612809 8607.61250985216
## 198.74 198.73 198.73 198.73
## 8644.83104683845 8667.72023908931 8672.52777340014 8692.53815166043
## 198.72 198.72 198.72 198.71
## 8712.00258845446 8721.23188467179 8722.15302157098 8727.24734935696
## 198.71 198.71 198.71 198.71
## 8729.09621746169 8730.31243558089 8746.90171712036 8777.68678362567
## 198.71 198.71 198.70 198.70
## 8810.89581007659 8835.5558758211 8855.11412133137 8864.68648028626
## 198.69 198.69 198.68 198.68
## 8870.90296594229 8896.19511842588 8904.79981787854 8906.97562313949
## 198.68 198.68 198.67 198.67
## 8918.89260003382 8985.91180710889 9000.02559118924 9001.65875314213
## 198.67 198.66 198.66 198.66
## 9025.07935959796 9028.76034485211 9049.68259460184 9064.03583080027
## 198.65 198.65 198.65 198.65
## 9076.64648343345 9082.81617545916 9094.31330041616 9138.02934425656
## 198.64 198.64 198.64 198.63
## 9163.29444814128 9225.77091079545 9258.76707614821 9265.10494751353
## 198.63 198.62 198.61 198.61
## 9323.21828977726 9344.65332230751 9363.85398761785 9381.23993079845
## 198.60 198.60 198.59 198.59
## 9407.66403872055 9439.7839927291 9460.32263533989 9465.32390498971
## 198.59 198.58 198.58 198.58
## 9472.61492046473 9480.6177964777 9496.91035373795 9544.86267077555
## 198.58 198.57 198.57 198.56
## 9546.12921515465 9559.54739235584 9566.1222701692 9583.71044130756
## 198.56 198.56 198.56 198.56
## 9592.1513331276 9609.74060477838 9615.83270969255 9624.30046211011
## 198.55 198.55 198.55 198.55
## 9626.89320604597 9632.73097637395 9651.87482568678 9654.73368073405
## 198.55 198.55 198.54 198.54
## 9660.65830198039 9694.35489610499 9712.56066397662 9727.6531703967
## 198.54 198.54 198.53 198.53
## 9727.76171571496 9734.67710308117 9772.50481417967 9782.34428428131
## 198.53 198.53 198.52 198.52
## 9783.36872745349 9809.9040000749 9812.12246346731 9836.4018471799
## 198.52 198.52 198.52 198.51
## 9840.78281985046 9844.70229260938 9848.03558277945 9887.83075452778
## 198.51 198.51 198.51 198.50
## 9898.02220856494 9913.96334565557 9929.19480986089 9943.63759853321
## 198.50 198.50 198.49 198.49
## 9943.92978526269 9959.1350153987 9968.96273804851 9973.93405920854
## 198.49 198.49 198.49 198.49
## 9975.60133394594 10039.5383756958 10102.4897202798 10112.2073222907
## 198.49 198.48 198.46 198.46
## 10117.084438085 10120.1126796678 10168.1765362116 10171.7101033278
## 198.46 198.46 198.45 198.45
## 10194.3254111576 10215.8124167024 10220.7123587564 10280.9294967405
## 198.45 198.44 198.44 198.43
## 10315.3539733223 10323.9578413719 10337.5417028637 10343.3788482934
## 198.43 198.43 198.42 198.42
## 10345.3993145741 10389.542537941 10418.1083447946 10443.7965338947
## 198.42 198.41 198.41 198.40
## 10452.7244143189 10453.0873232677 10465.2616013361 10488.7709365937
## 198.40 198.40 198.40 198.40
## 10490.8389868062 10494.5733687991 10498.6351536318 10513.2967812211
## 198.40 198.40 198.39 198.39
## 10529.3102989899 10540.3422778074 10562.4605390675 10571.7703769689
## 198.39 198.39 198.38 198.38
## 10575.1862808894 10587.304929475 10603.0980205107 10634.059045381
## 198.38 198.38 198.38 198.37
## 10643.186770521 10673.582673737 10676.5084754294 10704.6031822988
## 198.37 198.36 198.36 198.36
## 10762.9386324193 10794.7838982872 10815.3994422056 10816.2733665622
## 198.35 198.34 198.34 198.34
## 10823.3003651089 10830.8012453996 10835.2011571454 10836.9697823816
## 198.34 198.34 198.34 198.34
## 10859.5537515581 10897.1502889879 10909.1945923231 10922.5419937033
## 198.33 198.32 198.32 198.32
## 10925.3601038704 10930.0556706925 11006.0485071958 11067.181147841
## 198.32 198.32 198.31 198.29
## 11086.2598579782 11104.2505079397 11120.7010455007 11123.8861591137
## 198.29 198.29 198.29 198.28
## 11125.4435367418 11130.2113648745 11142.3926320551 11174.274760041
## 198.28 198.28 198.28 198.28
## 11178.403543795 11215.9459015929 11229.1377770815 11234.0414707233
## 198.28 198.27 198.27 198.27
## 11245.7357666904 11246.4266459339 11275.8726554291 11278.8296784706
## 198.26 198.26 198.26 198.26
## 11288.634718378 11298.4500909611 11300.2381087938 11306.2615053544
## 198.26 198.25 198.25 198.25
## 11310.958312527 11318.1405625728 11319.1062320924 11339.1660546175
## 198.25 198.25 198.25 198.25
## 11346.1434527217 11348.675997364 11351.8618561776 11356.5804811556
## 198.25 198.25 198.24 198.24
## 11370.6491693743 11380.2986359234 11388.5341869138 11398.7311047598
## 198.24 198.24 198.24 198.24
## 11429.2011990494 11451.3122172106 11459.6224449766 11465.5756432294
## 198.23 198.23 198.23 198.22
## 11512.4658416637 11519.0465273566 11532.2231778284 11551.2156804174
## 198.22 198.22 198.21 198.21
## 11553.0392813085 11557.0320383905 11562.4355095615 11566.8755475644
## 198.21 198.21 198.21 198.21
## 11567.8878401924 11571.4215371862 11579.1133984014 11579.4416927543
## 198.21 198.21 198.20 198.20
## 11582.4625842743 11582.505248963 11592.445624125 11595.3549848789
## 198.20 198.20 198.20 198.20
## 11598.6823670729 11601.6423823477 11609.1090545278 11609.9971588118
## 198.20 198.20 198.20 198.20
## 11610.2079486949 11619.709696795 11628.3366754784 11635.7720762397
## 198.20 198.20 198.20 198.19
## 11642.148998546 11642.7275408094 11643.663475765 11682.229317058
## 198.19 198.19 198.19 198.19
## 11684.1116373933 11694.6352852975 11697.6069722698 11699.1335498439
## 198.19 198.18 198.18 198.18
## 11703.9239070479 11705.0722819699 11724.6233151055 11734.4488567893
## 198.18 198.18 198.18 198.18
## 11746.6075221571 11795.3135795098 11797.9209164571 11803.735499916
## 198.18 198.17 198.17 198.17
## 11826.2942750331 11837.1233596084 11842.7578062475 11848.2282696289
## 198.16 198.16 198.16 198.16
## 11848.7697290952 11861.5508516258 11870.4248521101 11877.2366487498
## 198.16 198.15 198.15 198.15
## 11889.2177472393 11889.2506323159 11900.0552027957 11914.4637781562
## 198.15 198.15 198.15 198.15
## 11920.6108356462 11920.9074221285 11930.6247945518 11939.76985928
## 198.14 198.14 198.14 198.14
## 11949.597925537 11950.2350310743 11954.7007304877 11963.3237163858
## 198.14 198.14 198.14 198.14
## 11965.3965084607 11981.740191013 11983.8693763364 11989.2462425416
## 198.14 198.13 198.13 198.13
## 12013.5506287645 12036.6430435833 12037.7703855776 12044.6246914631
## 198.13 198.12 198.12 198.12
## 12060.0095271727 12088.4164503349 12105.7219342696 12135.7249303123
## 198.12 198.12 198.11 198.11
## 12137.0995967179 12138.4229544071 12145.5445957006 12149.6967303088
## 198.11 198.11 198.10 198.10
## 12150.7219225636 12171.0245490952 12190.1716015341 12193.6112613474
## 198.10 198.10 198.10 198.10
## 12206.6812098723 12215.409082599 12218.0959445638 12224.3105064385
## 198.09 198.09 198.09 198.09
## 12224.6246037641 12229.2984836724 12229.6475840885 12253.3033886053
## 198.09 198.09 198.09 198.09
## 12256.6782865097 12278.9852796065 12285.8914826075 12289.9009221246
## 198.09 198.08 198.08 198.08
## 12305.9054147914 12308.2338354786 12311.2683659781 12318.4038858823
## 198.08 198.08 198.08 198.07
## 12320.5122918418 12330.4065677185 12352.8111051295 12355.3441072528
## 198.07 198.07 198.07 198.07
## 12356.9056221744 12359.6311939673 12431.8031099178 12477.7718175851
## 198.07 198.07 198.05 198.05
## 12490.5582760584 12519.0906599135 12531.6019210648 12538.9740263258
## 198.04 198.04 198.04 198.04
## 12556.7540467302 12558.8979727631 12575.279626806 12603.4003713637
## 198.03 198.03 198.03 198.02
## 12610.9363072469 12626.1979219576 12629.8530492338 12635.3677035701
## 198.02 198.02 198.02 198.02
## 12641.5278088656 12642.06594728 12652.3629786581 12653.9440845293
## 198.02 198.02 198.02 198.02
## 12658.177160998 12666.005324849 12674.6727727536 12675.9389620301
## 198.01 198.01 198.01 198.01
## 12677.8414956164 12682.1509407706 12683.483292056 12691.5159726749
## 198.01 198.01 198.01 198.01
## 12700.4880386059 12710.2494516118 12715.8142795979 12723.3421010798
## 198.01 198.01 198.00 198.00
## 12726.2986391701 12732.8882432475 12736.8650014258 12760.4371507958
## 198.00 198.00 198.00 198.00
## 12763.2678894228 12767.6562288245 12770.8318295454 12772.0957503758
## 198.00 198.00 198.00 197.99
## 12806.8323265299 12810.4231602506 12812.557124144 12819.8754364916
## 197.99 197.99 197.99 197.99
## 12827.6210069854 12829.0927776951 12830.4841337754 12833.4612410778
## 197.99 197.98 197.98 197.98
## 12837.5060629694 12838.9143726038 12855.3462381775 12856.7286234099
## 197.98 197.98 197.98 197.98
## 12856.9286949435 12861.9465420425 12871.5512198876 12874.4446370298
## 197.98 197.98 197.98 197.98
## 12875.1277837193 12878.1763536122 12883.1635309334 12883.7264957775
## 197.98 197.98 197.98 197.98
## 12885.516912012 12887.1937620559 12928.6444329809 12932.590386219
## 197.97 197.97 197.97 197.97
## 12937.2468907528 12958.7484568836 12962.389672892 12975.9003341113
## 197.97 197.96 197.96 197.96
## 12978.197125527 12988.7912288357 12995.8854274784 12999.1448040168
## 197.96 197.96 197.96 197.95
## 13028.6884583826 13041.8291403941 13064.4505911862 13086.6439343985
## 197.95 197.95 197.94 197.94
## 13095.1491606575 13098.8582899802 13116.707711787 13121.1719426895
## 197.94 197.94 197.93 197.93
## 13122.2234215594 13122.329581176 13124.1056363416 13129.1498419409
## 197.93 197.93 197.93 197.93
## 13137.4907623026 13150.2074587471 13158.8483624867 13163.0312783266
## 197.93 197.93 197.93 197.93
## 13168.529155676 13180.6778007237 13181.6735161069 13189.5193829762
## 197.93 197.92 197.92 197.92
## 13197.5668145212 13207.8609659061 13213.5782536005 13215.7063818298
## 197.92 197.92 197.92 197.92
## 13224.935638977 13227.0523824072 13237.9896045708 13238.070297753
## 197.92 197.91 197.91 197.91
## 13283.77805343 13286.1565753457 13289.2016527483 13291.9226093698
## 197.90 197.90 197.90 197.90
## 13312.4461070034 13317.4681120414 13319.4957053407 13329.0322527381
## 197.90 197.90 197.90 197.90
## 13345.3690984445 13351.4138299624 13354.7065098084 13361.2260163389
## 197.89 197.89 197.89 197.89
## 13376.6804719236 13394.7316074792 13400.3855320645 13401.0443941153
## 197.89 197.89 197.88 197.88
## 13403.0863888261 13404.2543323689 13427.0685910696 13442.6034711367
## 197.88 197.88 197.88 197.88
## 13454.6347772456 13457.2111288388 13463.8524188454 13464.4871617703
## 197.87 197.87 197.87 197.87
## 13467.87978042 13475.9127730316 13477.3815856153 13486.1421911112
## 197.87 197.87 197.87 197.87
## 13490.6081477828 13492.8408350268 13501.677965117 13505.0331160548
## 197.87 197.87 197.87 197.87
## 13516.911494635 13527.9898856966 13528.5493829078 13529.0387582087
## 197.86 197.86 197.86 197.86
## 13533.2300329752 13539.8116643292 13551.9533447081 13556.7343971147
## 197.86 197.86 197.86 197.86
## 13568.2712005285 13579.554579586 13580.6184828873 13584.4903384981
## 197.85 197.85 197.85 197.85
## 13584.9002454587 13593.6000179163 13597.8960378086 13614.7509254694
## 197.85 197.85 197.85 197.85
## 13615.1097580221 13623.160062865 13630.0473080804 13652.2931993926
## 197.85 197.85 197.84 197.84
## 13652.602029885 13655.6806526194 13671.4160304219 13672.0917639016
## 197.84 197.84 197.84 197.84
## 13676.7535244675 13677.106440586 13677.9940400013 13679.0569047303
## 197.84 197.84 197.84 197.84
## 13680.7641380354 13688.0743389071 13689.5920730861 13691.094972435
## 197.83 197.83 197.83 197.83
## 13696.009916767 13699.6807078428 13703.2203768313 13706.1868078124
## 197.83 197.83 197.83 197.83
## 13711.7232818115 13714.8326353623 13730.259117125 13736.3420356711
## 197.83 197.83 197.83 197.83
## 13742.1394866182 13742.1459651636 13749.5960366239 13753.9933734307
## 197.82 197.82 197.82 197.82
## 13766.3307890426 13769.8602378798 13776.6217917741 13777.376191089
## 197.82 197.82 197.82 197.82
## 13781.7802839557 13790.2962018127 13812.4104206063 13821.5561603968
## 197.82 197.82 197.81 197.81
## 13826.2579139699 13829.9390699487 13839.7134259863 13852.5319032151
## 197.81 197.81 197.81 197.80
## 13858.703935543 13867.2441957349 13886.8097134775 13891.0385300399
## 197.80 197.80 197.80 197.80
## 13900.7165227806 13900.7792709424 13901.6446810989 13902.9686462126
## 197.80 197.80 197.80 197.80
## 13909.4790654396 13911.8266292627 13921.1462167299 13927.0025065017
## 197.79 197.79 197.79 197.79
## 13933.0853601079 13939.29402201 13943.2449736603 13969.2615624178
## 197.79 197.79 197.79 197.78
## 13969.4388625505 13978.1726601885 13979.1657232955 13979.3817500362
## 197.78 197.78 197.78 197.78
## 13990.513403072 14015.0447691139 14017.3720656762 14034.4857986588
## 197.78 197.78 197.78 197.77
## 14036.1636556001 14037.0399266141 14052.4461115142 14053.220679297
## 197.77 197.77 197.77 197.77
## 14054.1254874146 14064.8991548324 14080.8337085233 14083.829887958
## 197.77 197.77 197.76 197.76
## 14100.9689869799 14101.8692919827 14110.9209679882 14126.5905299944
## 197.76 197.76 197.76 197.76
## 14149.4998292867 14151.7600832298 14153.6433779251 14158.1572826764
## 197.75 197.75 197.75 197.75
## 14160.6867663454 14168.9248690296 14179.6227407575 14202.1938049034
## 197.75 197.75 197.75 197.74
## 14206.357322955 14230.4191307655 14245.7891212994 14254.661315881
## 197.74 197.74 197.74 197.73
## 14284.6479171187 14285.5838542245 14294.2403499593 14298.4104620691
## 197.73 197.73 197.73 197.73
## 14304.7630828495 14310.6233010215 14319.4013699059 14333.5380238058
## 197.73 197.72 197.72 197.72
## 14336.6275212733 14343.4232068311 14348.5729235849 14368.1281610166
## 197.72 197.72 197.72 197.71
## 14382.902158062 14400.7186285561 14402.7266960741 14417.9795330416
## 197.71 197.71 197.71 197.71
## 14433.7804955513 14442.4188754321 14444.2895980215 14446.8123896858
## 197.70 197.70 197.70 197.70
## 14450.1757468817 14462.674308377 14464.1155472878 14467.7859264911
## 197.70 197.70 197.70 197.70
## 14470.0535488471 14472.3915494968 14476.3356952683 14507.0178078563
## 197.70 197.70 197.70 197.69
## 14518.9745006892 14540.7350818783 14547.8854781969 14550.4170054352
## 197.69 197.68 197.68 197.68
## 14553.1323078156 14563.6826490797 14574.6611004764 14578.9613114172
## 197.68 197.68 197.68 197.68
## 14579.8220726259 14598.0257874985 14598.9519127648 14600.5395218919
## 197.68 197.67 197.67 197.67
## 14608.36314532 14609.9768834681 14610.4128321629 14619.627261342
## 197.67 197.67 197.67 197.67
## 14622.7454944341 14625.5613628597 14642.2055400052 14665.4047982894
## 197.67 197.67 197.67 197.66
## 14673.6706693385 14676.7162720692 14682.6658382227 14686.2833900312
## 197.66 197.66 197.66 197.66
## 14694.420624957 14702.0590685841 14704.9062461056 14708.4741851528
## 197.66 197.66 197.65 197.65
## 14710.7228306267 14720.5448289791 14733.4587570858 14739.0685400646
## 197.65 197.65 197.65 197.65
## 14763.5801132015 14775.1455957529 14778.0328752719 14782.8042214415
## 197.64 197.64 197.64 197.64
## 14784.755660613 14786.1389008928 14787.2062648582 14794.4114000386
## 197.64 197.64 197.64 197.64
## 14799.3114641506 14807.2684899647 14807.4135537734 14812.9706448018
## 197.64 197.64 197.64 197.64
## 14825.9345017354 14829.6242123215 14829.7459706736 14841.2419955694
## 197.63 197.63 197.63 197.63
## 14848.1294887404 14852.5306803234 14859.0596606786 14859.4664242837
## 197.63 197.63 197.63 197.63
## 14866.1038632219 14875.9565079594 14877.2897371846 14880.6517982567
## 197.63 197.62 197.62 197.62
## 14884.3399581525 14893.206395812 14901.8081439194 14904.9403868002
## 197.62 197.62 197.62 197.62
## 14905.2559118324 14905.3938515764 14906.0479217491 14912.2255062419
## 197.62 197.62 197.62 197.62
## 14916.9860908998 14936.5039706932 14945.2956606153 14962.1778331607
## 197.62 197.61 197.61 197.61
## 14970.6472435698 14971.9490252919 14973.2973570229 14982.3054770305
## 197.61 197.61 197.61 197.61
## 15000.1877691513 15007.2726817306 15007.4215342085 15017.7472811187
## 197.60 197.60 197.60 197.60
## 15039.710405984 15040.8414776553 15049.5841988126 15058.1387525396
## 197.60 197.60 197.59 197.59
## 15063.8149683396 15077.8503428775 15088.8276528489 15092.0176445381
## 197.59 197.59 197.59 197.59
## 15097.02406423 15102.2374276586 15105.3730982953 15106.3086467181
## 197.59 197.59 197.58 197.58
## 15120.9247162418 15130.1543678111 15135.1272357746 15147.1714638246
## 197.58 197.58 197.58 197.58
## 15149.4898709722 15155.5489891592 15156.789833999 15157.2687865016
## 197.58 197.58 197.58 197.58
## 15158.7217475345 15171.0123256676 15173.4711498544 15176.2906782766
## 197.58 197.57 197.57 197.57
## 15177.2181901628 15189.3278220317 15193.4134739672 15196.2299874838
## 197.57 197.57 197.57 197.57
## 15201.339953844 15222.2464439466 15228.9129088916 15229.7028687066
## 197.57 197.56 197.56 197.56
## 15244.8463945875 15247.1280308846 15249.6202443905 15255.1152579597
## 197.56 197.56 197.56 197.56
## 15265.4075641521 15273.049287387 15288.2137737474 15300.8386710983
## 197.56 197.55 197.55 197.55
## 15323.4088218884 15326.855914122 15326.9250143617 15327.8797234493
## 197.55 197.55 197.55 197.55
## 15331.3026917532 15335.5114329309 15338.0616411657 15340.9518390232
## 197.54 197.54 197.54 197.54
## 15349.1425849405 15357.8333729203 15360.8350680644 15362.4523834412
## 197.54 197.54 197.54 197.54
## 15371.9999440175 15379.9127629025 15380.1240791449 15391.5591511033
## 197.54 197.54 197.54 197.53
## 15395.4690815097 15405.496480511 15413.8961476524 15417.9328343889
## 197.53 197.53 197.53 197.53
## 15422.2208932053 15423.3872776359 15426.9150787673 15428.4509157083
## 197.53 197.53 197.53 197.53
## 15433.1348369121 15456.2200859055 15457.4986616663 15488.9567477477
## 197.53 197.52 197.52 197.52
## 15489.3256600013 15494.3598370104 15496.6117186021 15513.0125808205
## 197.52 197.52 197.52 197.51
## 15513.7403779632 15517.3911222287 15525.3939631089 15547.1866260316
## 197.51 197.51 197.51 197.51
## 15548.4166735022 15570.1423220877 15596.4733344596 15597.6408830643
## 197.51 197.50 197.50 197.50
## 15613.1605328423 15617.4585767642 15618.1352422042 15618.1702479305
## 197.50 197.49 197.49 197.49
## 15629.7623346351 15658.0862798885 15661.9403350434 15668.2736176051
## 197.49 197.49 197.49 197.49
## 15671.1192866834 15677.9706864296 15694.5071938494 15704.4820929295
## 197.48 197.48 197.48 197.48
## 15719.4936094884 15736.5809855025 15736.8939585061 15737.4689378472
## 197.48 197.47 197.47 197.47
## 15741.0816271511 15751.1753002967 15751.4491499685 15758.7406213889
## 197.47 197.47 197.47 197.47
## 15761.8713662799 15765.786717701 15772.653169654 15778.7293956347
## 197.47 197.47 197.47 197.47
## 15791.6753511272 15796.3996983279 15797.0303958032 15805.6501529833
## 197.46 197.46 197.46 197.46
## 15818.2613197959 15823.3393744605 15824.7887288494 15824.822709011
## 197.46 197.46 197.46 197.46
## 15825.1825710138 15825.4403157145 15835.1228177128 15858.7781757985
## 197.46 197.46 197.46 197.45
## 15873.0344281563 15888.6252067809 15893.674410542 15896.3659365213
## 197.45 197.45 197.45 197.45
## 15900.7971450564 15901.2851611462 15902.9452756637 15904.243358956
## 197.44 197.44 197.44 197.44
## 15908.5618703962 15908.6420860313 15911.3575087531 15921.4120179542
## 197.44 197.44 197.44 197.44
## 15924.7996872889 15926.4260078857 15931.4292255976 15936.247359864
## 197.44 197.44 197.44 197.44
## 15938.2864391291 15940.5732705385 15949.1531791756 15973.6868911972
## 197.44 197.44 197.44 197.43
## 15976.9262250793 15978.036559255 15978.3552490952 15979.060270379
## 197.43 197.43 197.43 197.43
## 15979.3347932508 15990.1492276109 16002.1383195451 16006.972587715
## 197.43 197.43 197.43 197.43
## 16010.5241523088 16017.6118961435 16034.4536990354 16061.5900976229
## 197.43 197.42 197.42 197.42
## 16066.5521243956 16073.6706195087 16078.459386212 16079.3612504182
## 197.42 197.41 197.41 197.41
## 16087.2697100297 16099.1518956524 16100.9679474486 16103.3605492931
## 197.41 197.41 197.41 197.41
## 16110.1836433535 16113.01055353 16115.9298639482 16119.3401903974
## 197.41 197.41 197.41 197.41
## 16123.304450528 16129.7069232948 16136.4332685276 16146.1571122051
## 197.41 197.40 197.40 197.40
## 16147.0019504331 16162.2623066076 16173.7270929758 16174.4337385309
## 197.40 197.40 197.40 197.40
## 16175.2219441256 16183.5866493975 16191.4260911329 16203.0906969007
## 197.40 197.39 197.39 197.39
## 16206.2196714502 16219.4753201797 16233.1346793622 16242.0602812753
## 197.39 197.39 197.39 197.38
## 16246.173191143 16255.9013710567 16262.939245596 16263.1674654185
## 197.38 197.38 197.38 197.38
## 16266.4344452789 16268.4486062585 16276.3986044705 16298.0013467707
## 197.38 197.38 197.38 197.37
## 16304.5289188081 16312.154973975 16314.2333754348 16318.7336135092
## 197.37 197.37 197.37 197.37
## 16324.1151961823 16351.2262866761 16360.5662981665 16364.1594091578
## 197.37 197.37 197.36 197.36
## 16367.4583719755 16378.1515756646 16388.4052649656 16392.1350688723
## 197.36 197.36 197.36 197.36
## 16403.9523810526 16404.759484824 16404.9414202555 16409.936560014
## 197.36 197.36 197.36 197.36
## 16429.90790246 16431.2048970638 16446.3280502656 16461.5023238066
## 197.35 197.35 197.35 197.35
## 16462.4600861639 16470.9521916308 16472.1923092715 16473.0670891561
## 197.35 197.34 197.34 197.34
## 16477.3508061194 16478.0714332625 16488.0175125724 16488.0476559649
## 197.34 197.34 197.34 197.34
## 16514.608092257 16515.6703910245 16515.8721658634 16522.7157536143
## 197.34 197.34 197.34 197.34
## 16532.828822484 16540.9790480041 16544.2755910982 16544.8275037465
## 197.33 197.33 197.33 197.33
## 16548.3567295611 16553.5624374422 16559.8772622044 16575.8212603334
## 197.33 197.33 197.33 197.33
## 16589.8115542605 16598.5775109041 16600.3927466471 16609.9254891288
## 197.32 197.32 197.32 197.32
## 16615.9081524217 16616.5166165383 16621.4947889687 16639.2151785922
## 197.32 197.32 197.32 197.31
## 16642.8841784369 16648.6005673411 16654.5093700212 16656.0626716067
## 197.31 197.31 197.31 197.31
## 16658.8765031636 16663.5390736951 16663.6025070423 16666.1308050002
## 197.31 197.31 197.31 197.31
## 16670.9960132344 16679.3351642707 16679.6736220279 16686.3127603295
## 197.31 197.31 197.31 197.31
## 16689.7996037562 16700.0348725587 16701.5659753447 16723.9772436458
## 197.31 197.30 197.30 197.30
## 16733.1241026631 16737.1082185154 16739.2666352077 16746.8003919734
## 197.30 197.30 197.30 197.30
## 16764.8547646254 16769.8905462655 16772.2262462434 16780.1161468285
## 197.29 197.29 197.29 197.29
## 16786.9254055991 16795.3186743587 16795.8204842183 16819.4231794479
## 197.29 197.29 197.29 197.28
## 16827.1928666867 16828.880596696 16829.3930391196 16843.363927406
## 197.28 197.28 197.28 197.28
## 16853.6763276339 16854.1294572556 16862.5434762706 16863.4387250849
## 197.28 197.28 197.28 197.28
## 16879.5247697708 16892.8956619075 16897.3070409088 16898.8082971927
## 197.27 197.27 197.27 197.27
## 16904.2010911682 16905.8015244007 16906.3312980637 16911.2037730004
## 197.27 197.27 197.27 197.27
## 16916.4135373496 16922.8538985852 16925.0122972255 16929.2901997205
## 197.27 197.26 197.26 197.26
## 16932.5771027672 16950.0159069942 16953.8987363093 16960.4346306357
## 197.26 197.26 197.26 197.26
## 16963.6250117375 16965.3141088043 16978.9268290446 16980.2584809507
## 197.26 197.26 197.25 197.25
## 16982.1319743572 17017.4299604031 17029.5348926821 17032.7737341406
## 197.25 197.25 197.25 197.25
## 17037.7253670804 17045.6000949504 17063.1721078973 17068.2988629195
## 197.24 197.24 197.24 197.24
## 17076.6637886748 17083.1750854349 17087.0769018372 17092.2258265876
## 197.24 197.24 197.24 197.24
## 17095.2700703826 17100.8874333802 17101.9515686162 17106.4386454495
## 197.23 197.23 197.23 197.23
## 17107.2242258276 17121.5059170552 17150.10054999 17153.3061634521
## 197.23 197.23 197.22 197.22
## 17156.3367051058 17162.3984209753 17162.7539266669 17167.3012970225
## 197.22 197.22 197.22 197.22
## 17169.5843822343 17176.878950655 17177.071036696 17177.7887828084
## 197.22 197.22 197.22 197.22
## 17180.1881843436 17181.0088136775 17182.4503590718 17196.0547110619
## 197.22 197.22 197.22 197.22
## 17240.0210647509 17246.9203474843 17248.6187420027 17253.3367395588
## 197.21 197.21 197.21 197.21
## 17258.1140348773 17258.1883549989 17259.8523024094 17264.840916673
## 197.21 197.21 197.21 197.20
## 17266.5934219231 17279.5137494127 17279.9621983508 17281.9751684116
## 197.20 197.20 197.20 197.20
## 17291.6182555205 17317.6872508759 17326.2022525653 17328.1614570148
## 197.20 197.20 197.19 197.19
## 17329.8021601034 17342.3140789379 17350.0585309262 17358.7963650421
## 197.19 197.19 197.19 197.19
## 17375.9707448039 17382.4273656125 17384.2571857952 17388.9825649
## 197.19 197.18 197.18 197.18
## 17397.4028577115 17398.3858433354 17403.5321668613 17404.1770610507
## 197.18 197.18 197.18 197.18
## 17414.5206231706 17416.801779549 17420.0871487304 17423.4079889167
## 197.18 197.18 197.18 197.18
## 17429.5849496597 17430.8419443944 17430.9197196369 17433.6018527969
## 197.18 197.18 197.18 197.18
## 17435.3402059762 17439.4440609229 17444.6714040032 17444.8144499217
## 197.17 197.17 197.17 197.17
## 17447.9946719028 17465.095885844 17465.3455820519 17468.9998017438
## 197.17 197.17 197.17 197.17
## 17475.4677537698 17493.6504243367 17502.8794420926 17503.3122297876
## 197.17 197.16 197.16 197.16
## 17505.8527351687 17506.6088025323 17516.6993624629 17527.7167257198
## 197.16 197.16 197.16 197.16
## 17537.9896158066 17538.5411720099 17540.0302174586 17540.5766426958
## 197.16 197.16 197.16 197.16
## 17540.7424977373 17546.4032555953 17561.2728356971 17569.5798186458
## 197.16 197.16 197.15 197.15
## 17572.5474680694 17583.0803348839 17589.2689898365 17598.2003501353
## 197.15 197.15 197.15 197.15
## 17605.5357590328 17606.8856890781 17617.8763092966 17621.3901146366
## 197.14 197.14 197.14 197.14
## 17625.4664122163 17628.0430589948 17638.3224732182 17639.8579395294
## 197.14 197.14 197.14 197.14
## 17643.4071470386 17645.0653396932 17650.4050491121 17657.0841764933
## 197.14 197.14 197.14 197.14
## 17674.7061487013 17679.3511010018 17681.2723569963 17694.5748329769
## 197.13 197.13 197.13 197.13
## 17699.6106094352 17705.6086159155 17711.4877737488 17721.9595572557
## 197.13 197.13 197.13 197.12
## 17732.2406682047 17732.9146702645 17734.9496251577 17739.1989600666
## 197.12 197.12 197.12 197.12
## 17749.2986640181 17763.310992828 17766.2528880239 17777.1000861104
## 197.12 197.12 197.12 197.11
## 17782.6044083249 17786.7633004837 17796.3746383574 17818.3944892599
## 197.11 197.11 197.11 197.11
## 17828.2945237925 17835.3090128928 17851.0640208494 17857.7168942876
## 197.11 197.10 197.10 197.10
## 17862.1427324567 17862.3690025893 17864.689385538 17869.4554411169
## 197.10 197.10 197.10 197.10
## 17870.3152462184 17895.5565853287 17905.4800192975 17909.1156257006
## 197.10 197.09 197.09 197.09
## 17909.3657822535 17914.3402310157 17915.0859723533 17925.3521203189
## 197.09 197.09 197.09 197.09
## 17939.7046960204 17940.0990804003 17941.8112559103 17944.8523753467
## 197.09 197.09 197.09 197.09
## 17947.9881136406 17963.8668454721 17968.882775028 17973.1788590118
## 197.08 197.08 197.08 197.08
## 17975.5532270179 17977.5256489156 17977.6939378956 17978.9863389263
## 197.08 197.08 197.08 197.08
## 17981.2547762646 17982.3872564697 17984.3274394464 17995.4052191869
## 197.08 197.08 197.08 197.08
## 18001.4591858463 18003.2572846331 18014.9957031482 18020.8424280702
## 197.08 197.07 197.07 197.07
## 18038.4743659972 18058.3202916846 18059.3308518857 18061.6975681691
## 197.07 197.07 197.06 197.06
## 18073.9685889309 18085.158841175 18085.5028176232 18088.3548496464
## 197.06 197.06 197.06 197.06
## 18091.202614631 18093.9721620906 18112.2844465108 18113.0173023734
## 197.06 197.06 197.06 197.06
## 18125.6383980244 18126.0309630324 18128.9082911997 18132.0944006995
## 197.05 197.05 197.05 197.05
## 18134.8350204691 18136.1288585828 18136.2615847481 18140.5942709246
## 197.05 197.05 197.05 197.05
## 18158.8421190509 18185.0504734021 18189.3949801827 18194.5453101797
## 197.05 197.04 197.04 197.04
## 18194.9541399254 18203.7300286582 18221.0853421757 18222.9319574384
## 197.04 197.04 197.04 197.04
## 18223.0270796323 18252.0759896448 18253.1810954636 18254.1106560235
## 197.04 197.03 197.03 197.03
## 18257.5692711947 18261.6949417054 18266.6177166643 18270.1050612863
## 197.03 197.03 197.03 197.03
## 18272.5059730535 18282.0692758904 18295.3709213929 18308.5026738541
## 197.03 197.03 197.02 197.02
## 18318.720372029 18321.327501511 18321.9923179115 18327.4384288982
## 197.02 197.02 197.02 197.02
## 18328.4026201507 18328.6958993592 18333.632664094 18337.4609163092
## 197.02 197.02 197.02 197.02
## 18340.0468055466 18344.0694441137 18344.6803608362 18364.8314179929
## 197.02 197.01 197.01 197.01
## 18371.0572010883 18377.0082614087 18397.199408096 18404.0506886327
## 197.01 197.01 197.01 197.00
## 18406.5941755725 18408.2949713939 18409.0373154704 18413.0968199865
## 197.00 197.00 197.00 197.00
## 18419.132883475 18432.4765180392 18438.8233946009 18445.7434577469
## 197.00 197.00 197.00 197.00
## 18452.0229945076 18452.645570929 18460.6789302181 18463.7221267762
## 197.00 197.00 196.99 196.99
## 18463.8836623415 18464.9007746443 18465.2650417156 18476.6191659762
## 196.99 196.99 196.99 196.99
## 18489.6525050937 18493.8721754752 18503.7665253641 18506.2886087774
## 196.99 196.99 196.99 196.99
## 18519.1624944331 18526.2616906 18529.7980307151 18533.3378276271
## 196.98 196.98 196.98 196.98
## 18535.0464516494 18536.698647477 18542.9574510298 18543.4993623544
## 196.98 196.98 196.98 196.98
## 18564.3720550886 18570.2853390025 18577.6239689803 18588.3033258179
## 196.98 196.98 196.97 196.97
## 18589.0311597371 18592.0839195824 18593.2226360137 18607.213192974
## 196.97 196.97 196.97 196.97
## 18608.6562970544 18608.9408738496 18610.1241518364 18621.4249227401
## 196.97 196.97 196.97 196.97
## 18622.4447955566 18626.1493120285 18628.696825147 18630.0578579703
## 196.97 196.97 196.96 196.96
## 18655.5418921849 18664.8442969753 18666.5636377044 18668.3638263308
## 196.96 196.96 196.96 196.96
## 18677.2792220491 18678.9508108886 18682.2771386419 18711.0646621368
## 196.96 196.96 196.96 196.95
## 18730.8136533427 18736.1909016844 18742.9252223898 18743.2224936202
## 196.95 196.95 196.94 196.94
## 18752.2696770356 18752.576402797 18753.2117636583 18767.6566818135
## 196.94 196.94 196.94 196.94
## 18767.941634605 18821.3896124734 18844.0370306059 18846.6349131965
## 196.94 196.93 196.93 196.93
## 18852.1229787964 18857.0584972527 18862.6730543568 18869.2120898206
## 196.93 196.92 196.92 196.92
## 18877.4938954116 18881.7951776453 18894.8523936907 18907.6428407055
## 196.92 196.92 196.92 196.92
## 18908.6282577313 18909.8460058594 18939.6164606837 18939.936654881
## 196.92 196.92 196.91 196.91
## 18949.9755394515 18964.0922555658 18966.3630465812 18969.8248883044
## 196.91 196.91 196.91 196.90
## 18975.6434949986 18976.2330761373 18979.9816919974 18982.9537630196
## 196.90 196.90 196.90 196.90
## 18989.3167682428 18998.3468229914 19002.3146637915 19003.9638990144
## 196.90 196.90 196.90 196.90
## 19015.4682748661 19019.2795046918 19024.4855312793 19024.6886706088
## 196.90 196.90 196.90 196.90
## 19026.0173286853 19026.6728415987 19030.7168755755 19037.4626375091
## 196.89 196.89 196.89 196.89
## 19038.9019037851 19044.6800712126 19073.2595945615 19089.9485574165
## 196.89 196.89 196.89 196.88
## 19096.8223694759 19100.0871239762 19105.0149028733 19113.011912329
## 196.88 196.88 196.88 196.88
## 19115.7218611067 19116.0120841231 19118.0502991834 19126.2985372447
## 196.88 196.88 196.88 196.88
## 19129.4583654402 19130.9615314329 19148.2247440602 19155.7275608177
## 196.88 196.88 196.87 196.87
## 19156.1231323955 19168.5267731343 19174.593250227 19185.7918771489
## 196.87 196.87 196.87 196.87
## 19197.1055148877 19207.3117711854 19214.1863567687 19216.6830901717
## 196.86 196.86 196.86 196.86
## 19224.9862801097 19231.0332904587 19231.6817492148 19236.0124949261
## 196.86 196.86 196.86 196.86
## 19237.9496764914 19240.0582015602 19258.803073279 19259.1939366229
## 196.86 196.86 196.85 196.85
## 19271.903123469 19272.7044809529 19283.4020510837 19289.3614527475
## 196.85 196.85 196.85 196.85
## 19290.5680676328 19309.5704543705 19310.0620106098 19323.6772502047
## 196.85 196.85 196.85 196.84
## 19330.0357649759 19331.1940423265 19336.6080733558 19343.1495114014
## 196.84 196.84 196.84 196.84
## 19345.7913318744 19345.9224752564 19359.4288162942 19378.3590672142
## 196.84 196.84 196.84 196.83
## 19384.0374315253 19393.4698619376 19397.3238888934 19399.2219720767
## 196.83 196.83 196.83 196.83
## 19410.2337628992 19412.1127226137 19417.7672085186 19436.5035415998
## 196.83 196.83 196.83 196.82
## 19451.7676028353 19457.6394811053 19460.3828189876 19460.3981312321
## 196.82 196.82 196.82 196.82
## 19468.7900953899 19471.4654375958 19472.6243284964 19486.1911121509
## 196.82 196.82 196.82 196.81
## 19486.8818391285 19496.8485919233 19500.3499833592 19502.538967194
## 196.81 196.81 196.81 196.81
## 19505.2969447506 19516.8980422006 19517.7247991176 19523.1248646893
## 196.81 196.81 196.81 196.81
## 19530.4738191606 19534.4216484996 19549.4993412883 19550.2996804822
## 196.81 196.81 196.80 196.80
## 19555.7650515669 19557.9937243692 19572.1470797561 19575.47536272
## 196.80 196.80 196.80 196.80
## 19576.5303811292 19579.3895457537 19583.0573494143 19598.8607397257
## 196.80 196.80 196.80 196.79
## 19605.0295747385 19607.7549191725 19617.3084936812 19620.5453286122
## 196.79 196.79 196.79 196.79
## 19621.3251054792 19635.5882547407 19639.7960022804 19642.3944210523
## 196.79 196.79 196.79 196.79
## 19646.2334192332 19657.8433149978 19663.4694280437 19663.7913119498
## 196.79 196.78 196.78 196.78
## 19666.9927915053 19671.3512293396 19672.4872131772 19677.892465552
## 196.78 196.78 196.78 196.78
## 19679.0626702131 19692.4643937221 19693.906772158 19713.4115210137
## 196.78 196.78 196.78 196.77
## 19713.5043683298 19731.7491813125 19743.1484164946 19746.4932508193
## 196.77 196.77 196.77 196.77
## 19764.6274449733 19781.610600183 19789.6360799783 19790.856926297
## 196.77 196.76 196.76 196.76
## 19793.971867285 19797.1085429174 19806.4113032293 19808.5377663025
## 196.76 196.76 196.76 196.76
## 19821.3383730943 19835.980770127 19850.1828922949 19859.6764758039
## 196.76 196.75 196.75 196.75
## 19862.8112573981 19871.7884483059 19872.8548539075 19873.3009179707
## 196.75 196.75 196.75 196.75
## 19887.769825853 19892.3889139168 19894.1475934388 19900.4078378517
## 196.74 196.74 196.74 196.74
## 19902.8238238166 19905.436547736 19909.5417322924 19909.9388491141
## 196.74 196.74 196.74 196.74
## 19911.2248998386 19919.3245888187 19932.5852252551 19942.2732181848
## 196.74 196.74 196.74 196.73
## 19944.5731116033 19945.3683059619 19946.2646652382 19947.4344745073
## 196.73 196.73 196.73 196.73
## 19947.9241784101 19952.3094700282 19954.5755539456 19955.7105419233
## 196.73 196.73 196.73 196.73
## 19966.744696524 19968.6778351423 19970.4342944778 19981.3151875618
## 196.73 196.73 196.73 196.73
## 19988.6492618691 19991.239149049 19998.8590186801 20003.4976805052
## 196.73 196.73 196.72 196.72
## 20004.7336275511 20006.2291088797 20008.1349573868 20012.1729759034
## 196.72 196.72 196.72 196.72
## 20015.3981059345 20019.2612148261 20038.7964169294 20044.2062523197
## 196.72 196.72 196.72 196.72
## 20049.2420992133 20060.0787272012 20063.4903271723 20067.1053281071
## 196.72 196.71 196.71 196.71
## 20067.5727888197 20070.5677919211 20081.5379544661 20081.7453623956
## 196.71 196.71 196.71 196.71
## 20098.1995179777 20106.1068395902 20109.0262703787 20111.2259476828
## 196.71 196.71 196.70 196.70
## 20111.8212559222 20113.89756847 20115.7335878854 20116.9111030527
## 196.70 196.70 196.70 196.70
## 20117.3590610392 20122.1925637575 20129.3587920857 20129.9788197912
## 196.70 196.70 196.70 196.70
## 20134.398340672 20139.4303470855 20143.0652617551 20149.1796733481
## 196.70 196.70 196.70 196.70
## 20155.434469372 20156.5786232912 20162.0186178669 20169.3442519304
## 196.70 196.70 196.70 196.69
## 20185.5871556526 20185.67622898 20197.2476677385 20214.2165517046
## 196.69 196.69 196.69 196.69
## 20215.6328492846 20215.6975169419 20225.6429226288 20226.2879448267
## 196.69 196.69 196.68 196.68
## 20227.6437830213 20229.1081502632 20230.1255769518 20231.5176454797
## 196.68 196.68 196.68 196.68
## 20243.0881951113 20247.2010293338 20256.3530658536 20259.725850302
## 196.68 196.68 196.68 196.68
## 20260.4036921563 20269.7312797558 20278.3382716196 20278.3829849381
## 196.68 196.68 196.67 196.67
## 20279.7010382093 20283.7836285807 20287.3597704167 20288.2355694687
## 196.67 196.67 196.67 196.67
## 20311.4024662903 20316.4266846693 20320.1084526734 20321.2294043271
## 196.67 196.67 196.67 196.67
## 20325.7021310796 20333.0794952174 20335.6765095855 20339.016869904
## 196.67 196.67 196.66 196.66
## 20375.6682736942 20384.7730963712 20389.5938157474 20401.1024614714
## 196.66 196.66 196.66 196.65
## 20406.9276715005 20408.485598281 20411.6643807141 20412.2839077807
## 196.65 196.65 196.65 196.65
## 20416.6510300176 20416.8409961907 20417.2644159251 20418.8899258183
## 196.65 196.65 196.65 196.65
## 20425.7664904328 20430.9066967121 20434.105735194 20438.2246900842
## 196.65 196.65 196.65 196.65
## 20442.615014305 20443.1350549036 20447.4901315648 20453.8165013139
## 196.65 196.65 196.64 196.64
## 20461.2527102199 20461.7590433301 20464.7726943875 20465.5886091625
## 196.64 196.64 196.64 196.64
## 20472.8745879352 20474.8208239728 20478.7859567046 20481.6420708316
## 196.64 196.64 196.64 196.64
## 20487.9238254067 20497.8222249417 20503.4300546017 20506.6984176018
## 196.64 196.64 196.64 196.63
## 20509.3319615937 20511.3692403224 20511.6208319181 20518.555432652
## 196.63 196.63 196.63 196.63
## 20526.0497054209 20526.306835103 20526.6661555636 20555.5595722516
## 196.63 196.63 196.63 196.63
## 20555.9654888031 20557.2404317522 20561.694730733 20562.5133908909
## 196.63 196.63 196.62 196.62
## 20567.1459303686 20571.8457084436 20574.3642579932 20575.5731596079
## 196.62 196.62 196.62 196.62
## 20590.712114138 20592.2589421264 20593.9337177504 20596.3912309537
## 196.62 196.62 196.62 196.62
## 20626.51593731 20642.5887202327 20661.4110627304 20666.4101420531
## 196.61 196.61 196.61 196.61
## 20666.4531594712 20682.7317424549 20709.2797621545 20724.9303593067
## 196.61 196.60 196.60 196.60
## 20743.3484042241 20769.5196358647 20784.5678601557 20791.318980747
## 196.59 196.59 196.59 196.58
## 20827.9175784638 20827.9838435885 20834.2942783451 20849.1907373767
## 196.58 196.58 196.58 196.57
## 20852.7644961685 20855.272321145 20857.908219266 20862.4558705434
## 196.57 196.57 196.57 196.57
## 20864.3404654491 20868.3312189988 20868.627979307 20877.5348409043
## 196.57 196.57 196.57 196.57
## 20886.7865627342 20894.4004931408 20911.9046660621 20919.0514341803
## 196.57 196.57 196.56 196.56
## 20920.2515610214 20922.1544633742 20933.5127496661 20944.6208144132
## 196.56 196.56 196.56 196.56
## 20965.4783088536 20967.8406096709 20976.791777633 20988.0878056799
## 196.55 196.55 196.55 196.55
## 20988.4294096927 20992.2816773653 21021.4182591706 21022.8350298754
## 196.55 196.55 196.54 196.54
## 21030.234531025 21035.1068552158 21038.4426126734 21043.6269291101
## 196.54 196.54 196.54 196.54
## 21044.2026629225 21046.4485168714 21051.2569066548 21051.3653762888
## 196.54 196.54 196.54 196.54
## 21065.6636584482 21078.8871664415 21079.6062064613 21082.8520442812
## 196.54 196.53 196.53 196.53
## 21093.2174086642 21093.9322047262 21103.3031882411 21111.6641041209
## 196.53 196.53 196.53 196.53
## 21136.2867641593 21144.9752578471 21148.2419047307 21153.3228268483
## 196.52 196.52 196.52 196.52
## 21157.1797289777 21160.0897386445 21162.7267349032 21165.5906487394
## 196.52 196.52 196.52 196.52
## 21167.5000989688 21174.4084804662 21179.762587875 21190.1549428979
## 196.52 196.52 196.52 196.51
## 21208.6182851918 21214.3705148156 21217.1585955685 21218.7028711902
## 196.51 196.51 196.51 196.51
## 21226.6655480848 21229.0833134936 21230.4314092051 21250.9356337127
## 196.51 196.51 196.51 196.50
## 21273.457066428 21280.2465587227 21289.1795934092 21292.8287546212
## 196.50 196.50 196.50 196.50
## 21293.8897542458 21295.7498787089 21299.3186573351 21314.8697893121
## 196.50 196.50 196.50 196.49
## 21316.5067284016 21318.9616851051 21319.7943967664 21361.1970528508
## 196.49 196.49 196.49 196.48
## 21366.2835979862 21379.9639274064 21391.1625439941 21400.0164964537
## 196.48 196.48 196.48 196.48
## 21403.0020481947 21407.6142871507 21410.3196236643 21417.5936145058
## 196.48 196.48 196.48 196.47
## 21440.7388482845 21443.2647487556 21453.3346619721 21456.6044217551
## 196.47 196.47 196.47 196.47
## 21460.8381596378 21463.0591884301 21467.9508659829 21470.2783054133
## 196.47 196.47 196.47 196.47
## 21485.1531951911 21495.5375576786 21496.7451360293 21504.1388209703
## 196.46 196.46 196.46 196.46
## 21530.3162305634 21532.5192320804 21536.2246874454 21542.8300324295
## 196.45 196.45 196.45 196.45
## 21543.7266010973 21558.3087411463 21568.4287790359 21573.7475711139
## 196.45 196.45 196.45 196.45
## 21575.2452207598 21607.4832382386 21610.5812969235 21616.6338551837
## 196.45 196.44 196.44 196.44
## 21626.49759454 21626.5631185265 21633.7217265188 21667.8687413264
## 196.44 196.44 196.44 196.43
## 21670.5698913842 21670.5936633419 21671.278302246 21675.6828664286
## 196.43 196.43 196.43 196.43
## 21682.7547707913 21687.4734542933 21688.6169426903 21689.6342972432
## 196.43 196.43 196.43 196.43
## 21696.0032423227 21707.4922577488 21708.9492863786 21709.6477089573
## 196.43 196.42 196.42 196.42
## 21715.7744086749 21716.4236923002 21728.8212952965 21733.8280435816
## 196.42 196.42 196.42 196.42
## 21736.3733241497 21736.9817985207 21752.0297132667 21759.3639294016
## 196.42 196.42 196.42 196.41
## 21762.6141458779 21768.6407438184 21776.1701744936 21776.5944550225
## 196.41 196.41 196.41 196.41
## 21783.6510333634 21790.010896467 21802.7448979289 21807.4001313037
## 196.41 196.41 196.41 196.41
## 21809.7098342959 21815.0741479055 21820.2958750843 21823.0942561063
## 196.41 196.40 196.40 196.40
## 21829.2731484626 21839.6959563905 21852.437944482 21856.1452125834
## 196.40 196.40 196.40 196.40
## 21856.9886280058 21857.8388893413 21862.7536090129 21871.7851725781
## 196.40 196.40 196.40 196.39
## 21871.8387000425 21875.216396737 21879.7042078911 21884.5385145885
## 196.39 196.39 196.39 196.39
## 21885.5037844379 21891.6771585726 21895.2857006341 21910.7635698302
## 196.39 196.39 196.39 196.39
## 21919.4701626121 21919.5934350955 21923.8740851772 21937.4715690281
## 196.39 196.39 196.39 196.38
## 21944.6418296676 21948.3253623375 21961.5269170624 21963.4760033756
## 196.38 196.38 196.38 196.38
## 21979.0316707822 21983.5590725611 21989.7674411593 21995.0680675569
## 196.38 196.37 196.37 196.37
## 22005.4365500061 22013.9649050096 22018.4174407753 22022.6262166589
## 196.37 196.37 196.37 196.37
## 22025.6966062027 22034.9545956385 22038.5116208449 22052.0346189817
## 196.37 196.37 196.37 196.36
## 22053.0102621427 22057.0517861819 22057.3791649216 22060.1868716402
## 196.36 196.36 196.36 196.36
## 22095.6371636256 22097.4132226796 22112.7463459011 22113.391452034
## 196.36 196.35 196.35 196.35
## 22139.8788484707 22159.0180725871 22160.8196622342 22168.3315606769
## 196.35 196.34 196.34 196.34
## 22171.3188981771 22174.7811405102 22184.5270325126 22185.7639629563
## 196.34 196.34 196.34 196.34
## 22195.2103840136 22198.9294201318 22203.487258877 22207.4702322234
## 196.34 196.34 196.34 196.34
## 22207.4828654698 22210.6130832855 22229.2300895474 22234.6967375206
## 196.34 196.33 196.33 196.33
## 22244.2182358907 22256.9503645938 22274.3683716308 22277.6260218373
## 196.33 196.33 196.32 196.32
## 22289.7270860894 22291.4185773143 22296.0596523944 22305.5674137414
## 196.32 196.32 196.32 196.32
## 22308.8217288012 22316.3982836371 22326.8920457187 22329.7400794385
## 196.32 196.32 196.31 196.31
## 22330.4667873111 22331.2378764976 22337.4483929672 22372.3032667712
## 196.31 196.31 196.31 196.31
## 22374.824909706 22377.2729499167 22387.3157527548 22389.3804856054
## 196.31 196.31 196.30 196.30
## 22390.7955656307 22396.2092538238 22411.0068636444 22418.908188859
## 196.30 196.30 196.30 196.30
## 22423.4952072926 22431.0269868892 22440.4010406262 22444.0817773994
## 196.30 196.30 196.29 196.29
## 22444.0900677039 22444.5594119983 22445.1733031336 22452.0908078607
## 196.29 196.29 196.29 196.29
## 22452.6355666249 22455.6950117511 22462.1132870362 22465.6875565417
## 196.29 196.29 196.29 196.29
## 22475.046873481 22475.0929602787 22481.0273182273 22505.5185969294
## 196.29 196.29 196.29 196.28
## 22510.9750698624 22511.6926151777 22520.418640022 22523.1245521142
## 196.28 196.28 196.28 196.28
## 22523.4335699663 22526.2797532052 22527.681207021 22535.0851583473
## 196.28 196.28 196.28 196.28
## 22539.7116145122 22540.7751673636 22543.2562924458 22550.4922642251
## 196.28 196.28 196.28 196.28
## 22554.8300874286 22557.6035963949 22557.77957608 22561.5083113986
## 196.27 196.27 196.27 196.27
## 22575.1885769323 22577.8189350673 22581.224488236 22585.7888091097
## 196.27 196.27 196.27 196.27
## 22603.6494543647 22610.7687134353 22613.2974849929 22619.2399310213
## 196.27 196.26 196.26 196.26
## 22624.03418163 22631.6577270693 22644.7663475189 22648.237552797
## 196.26 196.26 196.26 196.26
## 22656.7146248111 22665.1385275873 22671.4797612291 22673.0344718994
## 196.26 196.26 196.25 196.25
## 22685.684440356 22690.0458709431 22690.2444040702 22709.3860577454
## 196.25 196.25 196.25 196.25
## 22710.4583742876 22723.809958995 22746.0616591085 22749.1783520098
## 196.25 196.24 196.24 196.24
## 22777.5320694981 22781.3645335691 22802.0399295643 22805.6115048136
## 196.24 196.23 196.23 196.23
## 22807.3388514542 22821.2543765666 22824.6994651573 22826.484697454
## 196.23 196.23 196.23 196.23
## 22829.1108420694 22829.1232119306 22833.1920415166 22856.7429013099
## 196.23 196.23 196.23 196.22
## 22886.9657347502 22888.7880646954 22899.0629143317 22900.1182506424
## 196.22 196.22 196.21 196.21
## 22911.6144859714 22912.1895789936 22916.5722417737 22939.1443767059
## 196.21 196.21 196.21 196.21
## 22957.6534025446 22958.0099928107 22960.1806438697 22970.9572788605
## 196.20 196.20 196.20 196.20
## 22981.7494111228 22982.9274446071 22984.0509514824 22989.351184203
## 196.20 196.20 196.20 196.20
## 22989.7963899466 22993.7293503067 23000.723137396 23006.2422232523
## 196.20 196.20 196.20 196.20
## 23022.1689453268 23027.3852620193 23027.5497593353 23029.6636135636
## 196.19 196.19 196.19 196.19
## 23031.215807156 23037.0768327763 23039.3285053969 23045.7262469721
## 196.19 196.19 196.19 196.19
## 23050.3312567446 23051.4418571356 23072.7806982813 23073.0639661446
## 196.19 196.19 196.18 196.18
## 23084.0665849678 23087.2176586511 23094.8723935776 23103.4104441288
## 196.18 196.18 196.18 196.18
## 23103.6535388271 23104.520386915 23109.8542310939 23112.5044353158
## 196.18 196.18 196.18 196.18
## 23114.0318331737 23114.4460756879 23124.5779757139 23129.4601778534
## 196.18 196.18 196.17 196.17
## 23129.7480555276 23133.6623529051 23154.0623192005 23158.3890964705
## 196.17 196.17 196.17 196.17
## 23172.2815103585 23173.3195296837 23207.0928411917 23220.1206133904
## 196.17 196.17 196.16 196.16
## 23234.7889342349 23249.6538342961 23254.0096194587 23257.2088336582
## 196.15 196.15 196.15 196.15
## 23259.0124489709 23260.4720047 23264.1099677291 23268.2430811417
## 196.15 196.15 196.15 196.15
## 23308.2968770492 23318.18797602 23335.6742061327 23347.1727098848
## 196.14 196.14 196.14 196.14
## 23349.4854168341 23372.8826536923 23403.6373043714 23406.8591601455
## 196.13 196.13 196.13 196.12
## 23425.3313159808 23432.1097304802 23432.96269428 23433.9017740698
## 196.12 196.12 196.12 196.12
## 23441.2671432942 23460.8213806636 23469.2208669321 23493.1208639209
## 196.12 196.12 196.11 196.11
## 23495.3074833057 23502.8577952329 23512.8379572291 23514.6366474134
## 196.11 196.11 196.11 196.11
## 23517.6810114108 23535.0289007381 23556.9343532733 23558.5547458282
## 196.11 196.10 196.10 196.10
## 23564.5796634716 23565.1784044094 23565.7327103703 23567.132875413
## 196.10 196.10 196.10 196.10
## 23572.1578020195 23575.9914302469 23580.6572904824 23590.3137123257
## 196.10 196.09 196.09 196.09
## 23590.9321286561 23602.1878318338 23603.0654168312 23603.5018700403
## 196.09 196.09 196.09 196.09
## 23608.8622389199 23610.5175631684 23614.7029612405 23616.8046226277
## 196.09 196.09 196.09 196.09
## 23625.8138861317 23641.4720284262 23641.7025653039 23642.9925966284
## 196.09 196.08 196.08 196.08
## 23659.2115198818 23673.1006059876 23683.1101899716 23688.2052233131
## 196.08 196.08 196.08 196.08
## 23707.4653042446 23718.552011172 23720.4817304799 23727.0941051988
## 196.07 196.07 196.07 196.07
## 23728.2940145621 23734.8462111029 23736.816258284 23748.1839920137
## 196.07 196.07 196.07 196.06
## 23774.2582792293 23778.7587185804 23781.3287401559 23783.0995563778
## 196.06 196.06 196.06 196.06
## 23793.0313577317 23823.4928877039 23827.2750154029 23828.2076816344
## 196.06 196.05 196.05 196.05
## 23829.7928804338 23838.8172614427 23863.7168635121 23873.3782101337
## 196.05 196.05 196.04 196.04
## 23879.2267568542 23884.1314786283 23890.8933579434 23894.1360096151
## 196.04 196.04 196.04 196.04
## 23898.9744767757 23917.1901461439 23920.2547782236 23926.0788249593
## 196.04 196.03 196.03 196.03
## 23930.3745489057 23931.2828331319 23936.2753323121 23951.1059865717
## 196.03 196.03 196.03 196.03
## 23961.5045348713 23971.9895189152 23978.1076827325 23985.8644222939
## 196.03 196.03 196.02 196.02
## 23989.990150726 24000.5231437972 24008.9920395674 24028.4054057367
## 196.02 196.02 196.02 196.02
## 24036.5938267938 24037.5104900374 24041.3262800613 24042.1881600117
## 196.01 196.01 196.01 196.01
## 24061.3495957529 24069.3359147042 24070.2636506354 24085.1121402434
## 196.01 196.01 196.01 196.01
## 24108.1275505103 24112.1534705246 24145.3857617075 24160.354320974
## 196.00 196.00 195.99 195.99
## 24161.2549790258 24167.8428818164 24170.274894475 24172.7033126078
## 195.99 195.99 195.99 195.99
## 24196.2644149028 24196.5226787573 24200.3534823925 24207.0816733459
## 195.99 195.99 195.99 195.98
## 24207.2980265483 24211.6307702594 24227.9611393419 24244.1119628492
## 195.98 195.98 195.98 195.98
## 24246.5035646721 24252.4588243787 24259.7516694739 24266.5178929574
## 195.98 195.98 195.97 195.97
## 24282.1547690616 24283.658791141 24293.172662812 24311.9057941319
## 195.97 195.97 195.97 195.97
## 24312.0377982607 24316.1633399218 24316.8751458095 24323.8659030459
## 195.97 195.96 195.96 195.96
## 24344.9666925697 24352.0660991124 24354.3351749432 24359.4704142129
## 195.96 195.96 195.96 195.96
## 24383.7415382147 24387.9680713746 24389.3628851336 24405.2505349528
## 195.95 195.95 195.95 195.95
## 24409.0967947718 24412.5035369194 24414.9734849734 24415.0705644456
## 195.95 195.95 195.95 195.95
## 24417.8613245015 24435.6420801134 24445.9875395314 24454.7258642259
## 195.95 195.94 195.94 195.94
## 24456.1748880976 24463.1374178593 24468.0483903546 24470.2042563359
## 195.94 195.94 195.94 195.94
## 24480.6717950075 24497.8739352071 24502.1551461459 24510.5075584007
## 195.94 195.93 195.93 195.93
## 24518.5742973591 24531.869440385 24538.4372928685 24539.7131646006
## 195.93 195.93 195.93 195.93
## 24548.5982985995 24560.7006060015 24578.4212213106 24590.1259344024
## 195.92 195.92 195.92 195.92
## 24600.7606905464 24607.0880984833 24627.8675604689 24634.5524428713
## 195.91 195.91 195.91 195.91
## 24642.8123333365 24649.6747478938 24656.2396794446 24678.329289092
## 195.91 195.91 195.90 195.90
## 24682.124546316 24683.7235660297 24694.7442052175 24699.523902991
## 195.90 195.90 195.90 195.90
## 24709.7288581372 24711.4149273781 24712.9934319311 24723.1062958512
## 195.90 195.90 195.89 195.89
## 24741.5349992293 24752.0724597554 24755.9602556728 24767.167109109
## 195.89 195.89 195.89 195.89
## 24769.5113937387 24786.0505277217 24789.3547340089 24790.7245994552
## 195.88 195.88 195.88 195.88
## 24792.5256226641 24793.4556751127 24814.4858051102 24820.4930912057
## 195.88 195.88 195.88 195.88
## 24827.5166408732 24846.141872429 24855.8300423035 24855.9077808123
## 195.87 195.87 195.87 195.87
## 24856.6071072113 24856.6332093722 24870.8259412737 24873.6227811338
## 195.87 195.87 195.87 195.87
## 24882.6251634948 24897.2866015262 24897.557030423 24905.2845210004
## 195.87 195.86 195.86 195.86
## 24909.444009562 24909.7831472217 24912.8797054704 24913.8371658901
## 195.86 195.86 195.86 195.86
## 24916.6255850124 24930.1988112159 24964.7777030965 24967.3229977818
## 195.86 195.86 195.85 195.85
## 24974.692773773 24978.4831768888 24991.7660205238 25008.5322475648
## 195.85 195.85 195.85 195.84
## 25035.2710422679 25039.354695502 25043.5328033571 25046.7986402883
## 195.84 195.84 195.84 195.84
## 25058.1602171441 25063.6830133178 25070.0087387663 25100.1314045045
## 195.83 195.83 195.83 195.83
## 25107.2086297983 25110.0376263739 25131.6652787661 25137.4276769244
## 195.83 195.83 195.82 195.82
## 25142.7337383449 25145.0241247856 25151.4115735005 25172.5857593356
## 195.82 195.82 195.82 195.81
## 25175.7541581942 25189.8306215794 25204.6740817039 25208.1518423246
## 195.81 195.81 195.81 195.81
## 25222.9560038624 25227.5451533956 25234.4279721055 25236.7013164683
## 195.81 195.80 195.80 195.80
## 25253.0790624084 25257.6492862795 25259.7805489619 25274.610304821
## 195.80 195.80 195.80 195.80
## 25299.5115574544 25305.1029301757 25319.9138670987 25337.1229631242
## 195.79 195.79 195.79 195.79
## 25338.6193421931 25355.9989214376 25363.0165944105 25366.1206868904
## 195.78 195.78 195.78 195.78
## 25366.7979048099 25383.7651834425 25394.1047202997 25396.0117823769
## 195.78 195.78 195.78 195.77
## 25399.1090056492 25410.8118715574 25412.7097419039 25419.5516551411
## 195.77 195.77 195.77 195.77
## 25419.76949819 25422.3385484911 25433.2320953081 25433.4650149265
## 195.77 195.77 195.77 195.77
## 25441.0561222929 25456.2749766524 25460.3007927854 25475.8848438926
## 195.77 195.76 195.76 195.76
## 25480.9184100096 25484.5084909879 25489.0750255838 25498.3295398809
## 195.76 195.76 195.76 195.76
## 25506.9122371449 25508.3869488256 25510.0972982146 25521.8892241758
## 195.76 195.75 195.75 195.75
## 25524.8234698925 25541.1527652214 25556.0531280376 25564.7675636806
## 195.75 195.75 195.75 195.75
## 25574.0917214284 25583.492008523 25589.610591845 25590.6802441917
## 195.74 195.74 195.74 195.74
## 25591.8409841675 25612.14891234 25620.7713651998 25623.3405492567
## 195.74 195.74 195.74 195.73
## 25623.8675031277 25626.4810500146 25630.3200369997 25634.5332840347
## 195.73 195.73 195.73 195.73
## 25645.0672330175 25648.5694962574 25650.7776431203 25653.6902310447
## 195.73 195.73 195.73 195.73
## 25661.3605394691 25668.198954462 25669.7199199167 25672.3119960212
## 195.73 195.73 195.73 195.73
## 25680.7173883672 25694.873705517 25696.3209415468 25702.5186730645
## 195.72 195.72 195.72 195.72
## 25703.1552008874 25717.93617798 25721.8338661653 25740.4125907411
## 195.72 195.72 195.72 195.71
## 25770.0067216567 25780.0590770006 25794.9501899833 25795.6936351192
## 195.71 195.71 195.70 195.70
## 25815.3892065397 25815.6090902168 25825.387005077 25833.8517133062
## 195.70 195.70 195.70 195.70
## 25838.1284837501 25839.8941037115 25840.5788876713 25842.5812793665
## 195.70 195.70 195.70 195.70
## 25863.343244603 25866.1039485823 25868.5987334501 25887.6317221867
## 195.69 195.69 195.69 195.69
## 25911.321679537 25918.5679532628 25926.075642581 25927.2654318795
## 195.68 195.68 195.68 195.68
## 25937.7114383158 25951.5540356729 25954.0317643208 25959.6138978345
## 195.68 195.68 195.68 195.68
## 25969.2151195352 25972.8037506005 25973.326630596 25993.7114057699
## 195.67 195.67 195.67 195.67
## 25999.9536694326 26003.1632654559 26004.5288766047 26009.0752593306
## 195.67 195.67 195.67 195.67
## 26012.1302777813 26012.488745651 26030.618513624 26034.5281981217
## 195.67 195.67 195.66 195.66
## 26062.4472168714 26098.6379563825 26115.6163263764 26124.9314146439
## 195.66 195.65 195.65 195.65
## 26132.211811924 26136.3135711959 26138.0976104549 26138.7801906639
## 195.65 195.64 195.64 195.64
## 26148.53787267 26177.7895084021 26188.1621735613 26189.6470635159
## 195.64 195.64 195.64 195.64
## 26210.1160122227 26215.4011031509 26220.1742141382 26240.4929815009
## 195.63 195.63 195.63 195.63
## 26244.0369079543 26262.545482066 26281.2978121291 26296.9483002525
## 195.63 195.62 195.62 195.62
## 26307.2984547598 26321.6891945835 26325.8176987464 26351.9037738379
## 195.61 195.61 195.61 195.61
## 26362.9650123093 26369.0265699827 26373.4954284172 26376.0622874615
## 195.60 195.60 195.60 195.60
## 26392.8636118649 26395.2487780321 26402.7039573475 26408.8817675128
## 195.60 195.60 195.60 195.60
## 26420.809564132 26422.0978889055 26436.0333265056 26448.245087468
## 195.59 195.59 195.59 195.59
## 26453.0033478203 26472.6918028776 26473.7132389616 26484.5153163741
## 195.59 195.59 195.59 195.58
## 26486.1814399634 26489.1147012791 26492.7161808788 26493.0762065282
## 195.58 195.58 195.58 195.58
## 26502.5957738206 26532.7372545335 26551.3701046956 26552.9744009839
## 195.58 195.57 195.57 195.57
## 26559.3608971485 26559.3804055742 26561.5694913177 26562.4471790062
## 195.57 195.57 195.57 195.57
## 26594.3520762778 26595.3735430091 26597.5864473743 26608.9291541066
## 195.56 195.56 195.56 195.56
## 26618.0596367757 26631.2128742276 26640.0721877507 26653.7649657176
## 195.56 195.56 195.56 195.55
## 26678.3928787385 26686.8479409817 26687.8744833339 26693.7616068457
## 195.55 195.55 195.55 195.55
## 26703.8534734583 26716.359707507 26726.7711134062 26730.1926129636
## 195.54 195.54 195.54 195.54
## 26730.635333885 26736.0855673688 26738.525360886 26744.2315262742
## 195.54 195.54 195.54 195.54
## 26744.3017417427 26755.7188391043 26756.9179998191 26764.4944304094
## 195.54 195.54 195.54 195.53
## 26780.6917873317 26804.1094914688 26807.1195118056 26811.2030683756
## 195.53 195.53 195.53 195.53
## 26831.6104106879 26843.470364385 26845.6610134751 26848.6298415976
## 195.52 195.52 195.52 195.52
## 26849.1947354468 26853.9494931761 26855.1056106479 26865.3737409052
## 195.52 195.52 195.52 195.52
## 26880.2200398843 26885.8349381375 26894.1448901902 26895.2579555006
## 195.51 195.51 195.51 195.51
## 26912.2284169846 26913.3734857514 26931.243483431 26944.6819190872
## 195.51 195.51 195.50 195.50
## 26951.8626530763 26955.3301827065 26964.31718088 26999.3820759202
## 195.50 195.50 195.50 195.49
## 27000.1068798653 27001.3353191831 27007.8869057916 27008.0118744691
## 195.49 195.49 195.49 195.49
## 27022.7085047958 27025.2069630246 27030.7549992564 27032.1422618595
## 195.49 195.49 195.49 195.49
## 27044.9598104527 27045.9299579096 27055.6962608842 27062.0658885193
## 195.48 195.48 195.48 195.48
## 27064.4184088168 27071.118618299 27080.2687222118 27088.4764602531
## 195.48 195.48 195.48 195.48
## 27109.2396523568 27109.8956091205 27141.3629029435 27150.395399593
## 195.47 195.47 195.47 195.47
## 27151.3129023255 27158.6777341009 27159.3843452335 27163.4578756059
## 195.47 195.46 195.46 195.46
## 27172.8935729362 27174.6876375646 27179.4048197223 27180.0571892221
## 195.46 195.46 195.46 195.46
## 27192.2805606463 27193.3173775301 27197.3024410022 27198.4325907705
## 195.46 195.46 195.46 195.46
## 27199.6419926584 27215.9027417099 27218.8219761892 27244.6344695651
## 195.46 195.45 195.45 195.45
## 27267.9818609542 27277.5799637385 27283.7806547279 27296.294044952
## 195.45 195.44 195.44 195.44
## 27310.0608479416 27312.1683846992 27317.0994442989 27319.5690299464
## 195.44 195.44 195.44 195.44
## 27331.3619619278 27336.9626239712 27345.1742880276 27352.3434145065
## 195.43 195.43 195.43 195.43
## 27355.9343064845 27357.4567445803 27361.6590661767 27365.1063626295
## 195.43 195.43 195.43 195.43
## 27368.014339003 27377.6997757445 27382.7693310334 27402.0199990423
## 195.43 195.43 195.43 195.42
## 27405.3162117642 27408.4993324818 27414.8991229379 27417.9980429025
## 195.42 195.42 195.42 195.42
## 27418.7810444801 27420.167424582 27430.4417310735 27433.5872941518
## 195.42 195.42 195.42 195.42
## 27435.3065608162 27463.6547947009 27468.6817069617 27468.980170109
## 195.42 195.41 195.41 195.41
## 27492.3073065878 27509.8934247155 27547.8070563566 27548.6141773381
## 195.41 195.40 195.40 195.40
## 27554.3452632401 27558.5425325701 27567.375669681 27577.2136232778
## 195.40 195.39 195.39 195.39
## 27622.7462675418 27648.1596534202 27651.6090987283 27653.2351844107
## 195.38 195.38 195.38 195.38
## 27662.3971005681 27668.4857194752 27671.5226001099 27682.5074455773
## 195.38 195.38 195.37 195.37
## 27687.737646353 27690.4747840369 27700.1219452523 27701.7940546912
## 195.37 195.37 195.37 195.37
## 27716.3387233003 27733.713098892 27752.0002395638 27768.3828701335
## 195.37 195.36 195.36 195.36
## 27771.0801335194 27776.1802572791 27776.9010516934 27784.0484839693
## 195.36 195.36 195.36 195.35
## 27795.732040941 27824.1904833748 27834.2176963405 27840.6942100944
## 195.35 195.35 195.35 195.34
## 27849.1420882232 27852.0974386616 27859.7483063633 27867.4867569399
## 195.34 195.34 195.34 195.34
## 27881.5044073984 27884.4342516896 27912.9082626705 27919.7706657531
## 195.34 195.34 195.33 195.33
## 27931.2084020948 27948.5894454311 27951.6130700269 27959.9261609142
## 195.33 195.33 195.33 195.32
## 27959.9878730123 27965.0721459284 27971.8918061451 27977.6732082385
## 195.32 195.32 195.32 195.32
## 27979.7362222547 27981.0911901959 27983.1794220317 28001.1181788031
## 195.32 195.32 195.32 195.32
## 28049.6462831663 28062.6418920404 28086.8734976467 28099.0387292598
## 195.31 195.31 195.30 195.30
## 28102.7566250467 28105.9648871106 28135.0768379584 28140.7681545115
## 195.30 195.30 195.29 195.29
## 28141.2164972166 28149.0526850474 28149.4117916229 28165.872560417
## 195.29 195.29 195.29 195.29
## 28170.8851013662 28174.6205162508 28184.9005269664 28194.4526464939
## 195.29 195.29 195.28 195.28
## 28224.7741784943 28232.0184064596 28234.9068571562 28263.3106380658
## 195.28 195.28 195.28 195.27
## 28263.8037202968 28266.7551066084 28273.6032434375 28278.7892756341
## 195.27 195.27 195.27 195.27
## 28292.7803184322 28301.5169485488 28311.2918422108 28315.4377769419
## 195.27 195.26 195.26 195.26
## 28327.1673381644 28334.4919374665 28338.66404003 28338.9814605661
## 195.26 195.26 195.26 195.26
## 28357.942773948 28388.004886737 28390.8913582763 28391.9981854218
## 195.25 195.25 195.25 195.25
## 28392.4249762019 28398.5541963724 28407.6610258847 28415.1843469364
## 195.25 195.25 195.25 195.24
## 28415.5758321406 28460.2033969124 28474.2025803626 28487.7085978243
## 195.24 195.24 195.23 195.23
## 28492.1705091364 28499.1073279735 28504.9975077565 28508.2169286128
## 195.23 195.23 195.23 195.23
## 28508.6377995939 28544.6162869804 28545.3554327859 28553.5594577428
## 195.23 195.22 195.22 195.22
## 28584.175809707 28608.0520763725 28612.266106918 28628.1518564375
## 195.21 195.21 195.21 195.21
## 28630.9544157166 28633.8463849574 28652.1433037333 28653.4723417489
## 195.21 195.21 195.20 195.20
## 28689.5957776829 28697.00482707 28698.7299648987 28702.9523802251
## 195.20 195.19 195.19 195.19
## 28703.7511400907 28722.1758468669 28723.6176265638 28748.6877390461
## 195.19 195.19 195.19 195.19
## 28749.7165435282 28760.0068440838 28767.7574225706 28779.6500110336
## 195.18 195.18 195.18 195.18
## 28780.3404316327 28790.5476846613 28791.6144162295 28827.3601856291
## 195.18 195.18 195.18 195.17
## 28837.3304012791 28862.2571698188 28864.9102806917 28894.4769699215
## 195.17 195.17 195.16 195.16
## 28897.4915274015 28909.2902841531 28912.2022010168 28915.6432235249
## 195.16 195.16 195.16 195.16
## 28918.4199530772 28919.8117752605 28954.8010120555 28966.5693268439
## 195.16 195.16 195.15 195.15
## 28970.0876058573 28979.7676010817 28988.7023433206 28990.2978470671
## 195.15 195.14 195.14 195.14
## 28990.7878822224 29000.5897119255 29009.0108210133 29032.7811034741
## 195.14 195.14 195.14 195.14
## 29045.2611381128 29046.0835152312 29057.2276174895 29072.0381208627
## 195.13 195.13 195.13 195.13
## 29072.1696542146 29091.2071007486 29122.6969969326 29123.7083038083
## 195.13 195.12 195.12 195.12
## 29136.3386768054 29136.8146238697 29169.720783491 29189.1367209076
## 195.12 195.12 195.11 195.11
## 29213.6203862088 29228.3346834928 29252.5011116665 29258.7381359196
## 195.10 195.10 195.10 195.10
## 29263.5540689817 29298.0742615791 29298.3594915512 29299.1233527876
## 195.09 195.09 195.09 195.09
## 29307.1289445804 29313.783352935 29317.1424400718 29322.740697203
## 195.09 195.09 195.09 195.08
## 29331.2366329032 29339.929268454 29342.7097558948 29344.8444764861
## 195.08 195.08 195.08 195.08
## 29368.6741840522 29370.2641838189 29381.936405108 29382.3352583424
## 195.08 195.08 195.07 195.07
## 29411.6286451203 29426.473780195 29432.2082511043 29433.4237839853
## 195.07 195.07 195.06 195.06
## 29461.0237702005 29477.7643989219 29483.6018538998 29493.4229674095
## 195.06 195.06 195.06 195.05
## 29496.9101574473 29508.4928139997 29513.8048595529 29532.6150034644
## 195.05 195.05 195.05 195.05
## 29533.6088261176 29534.6902917535 29542.3381653355 29549.6588229162
## 195.05 195.05 195.05 195.04
## 29551.3341477723 29565.7111079421 29567.6989293753 29568.5358520181
## 195.04 195.04 195.04 195.04
## 29614.3487900811 29616.4928693229 29644.8136059698 29690.9171579252
## 195.03 195.03 195.03 195.02
## 29706.2342242714 29721.9116303501 29743.8225952345 29772.0192474496
## 195.02 195.01 195.01 195.01
## 29778.3578769543 29808.2369044406 29818.0950421134 29827.7939692543
## 195.00 195.00 195.00 195.00
## 29846.7190567121 29860.2757770163 29879.0601461059 29917.820209045
## 194.99 194.99 194.99 194.98
## 29956.3630175897 29957.1912153997 29983.1160070365 29985.2498805967
## 194.97 194.97 194.97 194.97
## 29999.9870053577 30013.7007485032 30021.2570785221 30031.8391813162
## 194.97 194.96 194.96 194.96
## 30037.2216246519 30042.9285064266 30045.3677414347 30050.4394464515
## 194.96 194.96 194.96 194.96
## 30168.6065964991 30191.6924569484 30204.5467350655 30210.2503673701
## 194.94 194.93 194.93 194.93
## 30211.8329908551 30220.6124864089 30235.1708031344 30245.9569748408
## 194.93 194.93 194.92 194.92
## 30249.170845011 30253.8511025794 30268.4212718645 30280.7885930261
## 194.92 194.92 194.92 194.92
## 30284.4948691394 30301.8566743972 30307.2176749942 30308.2311805765
## 194.92 194.91 194.91 194.91
## 30348.2436507032 30362.683947904 30379.3594407035 30396.9046188083
## 194.90 194.90 194.90 194.90
## 30412.3723312613 30430.2117521533 30434.2691184066 30453.6231855221
## 194.89 194.89 194.89 194.89
## 30468.6418264806 30471.9290975361 30524.0937906308 30565.5783910845
## 194.88 194.88 194.87 194.87
## 30566.767504054 30569.8105511719 30573.0663150297 30575.357138474
## 194.87 194.86 194.86 194.86
## 30575.946902389 30579.3710665914 30586.5926633082 30592.5488310597
## 194.86 194.86 194.86 194.86
## 30594.2806747366 30606.2235932089 30610.0479004165 30616.6151488537
## 194.86 194.86 194.86 194.86
## 30630.7599391743 30646.8152754219 30656.1631130276 30660.2096664946
## 194.85 194.85 194.85 194.85
## 30681.1202579398 30684.211642415 30722.2982326494 30733.5038376123
## 194.85 194.84 194.84 194.84
## 30739.6890854019 30759.6814401909 30797.519998954 30809.7057042772
## 194.84 194.83 194.82 194.82
## 30823.7304901234 30846.5854741233 30854.8304684226 30862.7844585321
## 194.82 194.82 194.81 194.81
## 30879.0266843589 30897.9900392578 30914.1115790076 30927.3942820892
## 194.81 194.81 194.80 194.80
## 30939.0232137832 30944.3635912427 30950.6810998215 30969.0475932808
## 194.80 194.80 194.80 194.79
## 30980.6007867889 30988.9730193786 30989.9484145183 31017.2394176617
## 194.79 194.79 194.79 194.79
## 31040.8844943486 31044.738180026 31056.5787823247 31062.3719148457
## 194.78 194.78 194.78 194.78
## 31073.0313379886 31080.4320756362 31081.7352643109 31085.0834334038
## 194.78 194.78 194.77 194.77
## 31101.6842769064 31114.6356525847 31114.820836331 31125.7404339405
## 194.77 194.77 194.77 194.77
## 31130.2126424953 31144.7031242029 31145.1107387146 31150.5134211624
## 194.77 194.76 194.76 194.76
## 31151.6151790319 31155.5402183053 31155.9888200874 31157.1101670537
## 194.76 194.76 194.76 194.76
## 31161.3683876993 31177.133368776 31251.6437328845 31292.1277036749
## 194.76 194.76 194.74 194.74
## 31295.9024095097 31315.6143871585 31320.2455878311 31321.0824263096
## 194.74 194.73 194.73 194.73
## 31344.4603943699 31350.2757654794 31359.3864556634 31369.5416407831
## 194.73 194.73 194.73 194.72
## 31409.063978837 31414.5258053407 31421.1444954795 31421.731633221
## 194.72 194.72 194.72 194.72
## 31429.3790292488 31461.1967599705 31528.948689977 31548.0064636959
## 194.71 194.71 194.70 194.69
## 31561.9555302098 31598.5363767428 31606.3488262981 31617.075414966
## 194.69 194.68 194.68 194.68
## 31620.1907855826 31659.9627445423 31683.8645933276 31725.4877656977
## 194.68 194.67 194.67 194.66
## 31749.9243962038 31795.6256062632 31871.2912388376 31883.0103065336
## 194.66 194.65 194.64 194.63
## 31903.3998115322 31920.5846944967 31935.690705113 31965.3640407779
## 194.63 194.63 194.62 194.62
## 31974.4816313199 31977.3701368209 31991.95874665 32000.1789362989
## 194.62 194.62 194.61 194.61
## 32000.8439113861 32018.2896312132 32033.3320188573 32037.6054705218
## 194.61 194.61 194.61 194.61
## 32040.5056694368 32071.1793693836 32079.7748152039 32092.0583840432
## 194.61 194.60 194.60 194.60
## 32102.1907052522 32105.2871154118 32112.5698735271 32129.9963073875
## 194.60 194.59 194.59 194.59
## 32144.7999336183 32150.9793928329 32156.819438955 32160.5339234497
## 194.59 194.59 194.59 194.59
## 32161.8400904827 32170.0691600962 32182.2623177984 32210.816300635
## 194.58 194.58 194.58 194.58
## 32237.2454329823 32238.0777824896 32241.0796143237 32251.3596484583
## 194.57 194.57 194.57 194.57
## 32269.5049381204 32328.5382641938 32328.7148115751 32333.8415422196
## 194.57 194.56 194.56 194.55
## 32349.102377707 32358.5385950716 32405.4138607089 32415.7336238446
## 194.55 194.55 194.54 194.54
## 32423.4626851086 32452.6144091439 32471.4563235027 32496.6402162724
## 194.54 194.53 194.53 194.53
## 32528.115614331 32555.8525370737 32568.1535002918 32571.0545177056
## 194.52 194.52 194.51 194.51
## 32595.1202435222 32600.4294060581 32602.3400842342 32617.1246035876
## 194.51 194.51 194.51 194.50
## 32619.312974501 32651.8027643387 32653.9103602676 32680.977991229
## 194.50 194.50 194.50 194.49
## 32704.5692857706 32740.5646611937 32742.1873326586 32751.9289627299
## 194.49 194.48 194.48 194.48
## 32768.2279661765 32775.6325849781 32808.3075031663 32821.8500909806
## 194.48 194.48 194.47 194.47
## 32833.4311685158 32858.4830964626 32865.5095253735 32869.4744077092
## 194.47 194.46 194.46 194.46
## 32872.3805657799 32873.8200217157 32875.1920573598 32882.1559430124
## 194.46 194.46 194.46 194.46
## 32886.5288985909 32898.7493677353 32910.5251822548 32911.929716773
## 194.46 194.46 194.45 194.45
## 32916.3314778355 32946.5675178187 32951.3163686469 32981.2394564885
## 194.45 194.45 194.45 194.44
## 32981.2583772158 33013.4797743492 33037.3533865497 33046.7276058179
## 194.44 194.44 194.43 194.43
## 33080.5888254503 33092.6693529876 33095.3895967533 33123.4429796103
## 194.42 194.42 194.42 194.42
## 33153.8129755805 33155.5782183123 33173.4994093615 33197.1505268515
## 194.41 194.41 194.41 194.40
## 33219.0745454325 33223.5815287499 33244.5555969906 33245.6305872951
## 194.40 194.40 194.39 194.39
## 33266.5715751629 33306.0125376597 33315.9470816439 33337.1096494329
## 194.39 194.38 194.38 194.38
## 33347.971098359 33357.5158628842 33360.1707216473 33364.9181228795
## 194.38 194.37 194.37 194.37
## 33365.3154156343 33424.7686784948 33431.6711220534 33455.2409948232
## 194.37 194.36 194.36 194.36
## 33462.034220705 33473.1125183584 33653.7619633927 33662.3890503183
## 194.36 194.35 194.32 194.32
## 33681.3301401834 33737.2885243452 33744.1668069655 33773.1070608139
## 194.32 194.31 194.31 194.30
## 33784.8262298012 33786.7163092011 33798.1089555945 33809.2247007378
## 194.30 194.30 194.30 194.30
## 33820.6457596666 33843.6194470352 33892.2459506864 33897.0682016569
## 194.29 194.29 194.28 194.28
## 33918.0408234781 33933.7098520302 33954.4354708409 33991.6515668705
## 194.28 194.27 194.27 194.26
## 34006.4207331358 34006.7687453133 34094.0571774378 34132.0679786814
## 194.26 194.26 194.25 194.24
## 34157.1844735778 34160.9251435213 34184.3084018893 34226.0721265743
## 194.23 194.23 194.23 194.22
## 34250.1639249616 34261.9858894973 34265.8305814738 34277.760399692
## 194.22 194.22 194.21 194.21
## 34298.1529414911 34314.0870911773 34353.8397251988 34355.6184268324
## 194.21 194.21 194.20 194.20
## 34359.4007970424 34370.1971132997 34383.5976388336 34406.7764457473
## 194.20 194.20 194.19 194.19
## 34415.8531458731 34440.7734335139 34446.7822621457 34451.9842140132
## 194.19 194.18 194.18 194.18
## 34456.8011323141 34510.7529952627 34535.5538500435 34538.5440377385
## 194.18 194.17 194.17 194.17
## 34558.4026673497 34565.7016902652 34573.6787857244 34585.0896069508
## 194.16 194.16 194.16 194.16
## 34591.6781481183 34596.0018717407 34675.8628454173 34698.6211604499
## 194.16 194.16 194.14 194.14
## 34702.4178480443 34727.4085640737 34768.9334199061 34793.8533059192
## 194.14 194.13 194.13 194.12
## 34798.2525868031 34808.4427799682 34816.4445376799 34822.8163427774
## 194.12 194.12 194.12 194.12
## 34864.4278934847 34865.3246335843 34865.3576815747 34873.9345228707
## 194.11 194.11 194.11 194.11
## 34920.0393478345 34933.784401356 34971.8074826268 34989.0470805222
## 194.10 194.10 194.09 194.09
## 35001.1447915766 35018.3256000263 35021.77409655 35044.3712802971
## 194.09 194.08 194.08 194.08
## 35055.6164898922 35056.2322337289 35086.396962955 35200.7988338764
## 194.08 194.08 194.07 194.05
## 35216.3859701736 35216.534274067 35229.0770016707 35254.0260465955
## 194.05 194.05 194.05 194.04
## 35263.6123992581 35273.9762292274 35278.6817427457 35289.2371102066
## 194.04 194.04 194.04 194.03
## 35343.628580103 35344.6580470059 35370.7355152243 35381.6707587249
## 194.03 194.03 194.02 194.02
## 35418.7350399026 35434.2800620004 35439.6878401021 35455.7096121539
## 194.01 194.01 194.01 194.01
## 35477.7666434694 35558.7316472448 35606.440176808 35633.2685107376
## 194.00 193.99 193.98 193.97
## 35643.1812077599 35680.0678774288 35701.155320153 35729.6927086303
## 193.97 193.97 193.96 193.96
## 35775.7933957219 35793.7577867437 35800.6992731764 35804.2926134041
## 193.95 193.95 193.94 193.94
## 35883.7801103225 35899.2803088328 35902.7156837079 35957.7921825948
## 193.93 193.93 193.93 193.92
## 35965.7445811409 35971.0251134858 36026.4015563512 36043.7066377661
## 193.92 193.92 193.91 193.90
## 36112.1346343247 36152.8208993245 36185.6785380815 36267.2666579783
## 193.89 193.88 193.88 193.86
## 36269.7013166622 36278.7183087971 36290.7461124105 36343.4070551405
## 193.86 193.86 193.86 193.85
## 36412.4882596839 36435.7935138137 36438.3108757043 36477.7381124191
## 193.84 193.83 193.83 193.83
## 36490.1430322234 36505.5242576332 36520.6586974192 36525.5508835813
## 193.82 193.82 193.82 193.82
## 36578.2237453049 36622.2286062279 36640.3713661958 36701.9743474368
## 193.81 193.80 193.80 193.79
## 36776.1374988694 36819.9868446899 36860.4688993127 36873.5579891029
## 193.77 193.77 193.76 193.76
## 36966.853319344 36990.9559470938 37000.9556741392 37030.7081199356
## 193.74 193.74 193.73 193.73
## 37033.1520913717 37086.5460540597 37118.2554361095 37169.4444035385
## 193.73 193.72 193.71 193.70
## 37174.0054135509 37188.826021934 37191.1141405376 37200.2420647657
## 193.70 193.70 193.70 193.70
## 37215.2268351918 37273.4292230446 37279.1289499549 37282.5224902374
## 193.70 193.69 193.68 193.68
## 37308.9941594885 37356.7464013783 37376.792988931 37620.2484693225
## 193.68 193.67 193.67 193.62
## 37625.7526798583 37795.7633178839 37820.0473274835 37861.4400120397
## 193.62 193.59 193.59 193.58
## 37922.9056159064 37928.1421771668 37962.167991261 37993.1827545311
## 193.57 193.57 193.56 193.56
## 38037.3530744227 38097.3297962617 38119.1855684812 38184.4695735575
## 193.55 193.54 193.54 193.53
## 38356.226496409 38368.0126177155 38413.0570896167 38468.4135839304
## 193.50 193.49 193.49 193.48
## 38494.7202456932 38605.3315300421 38633.3051688361 38713.112692263
## 193.47 193.45 193.45 193.43
## 38748.4113455524 38767.7563693106 38781.4574218431 38787.462705099
## 193.43 193.42 193.42 193.42
## 38852.0296359213 38886.3876786153 38895.3561355473 38918.778073175
## 193.41 193.40 193.40 193.40
## 38969.3889920432 38971.0510103751 38976.0352139622 38977.3307980964
## 193.39 193.39 193.39 193.39
## 39028.5993402908 39030.6037046118 39116.6827056993 39125.2091964632
## 193.38 193.38 193.36 193.36
## 39143.4033288101 39172.3896429297 39184.8467196431 39207.5892484424
## 193.36 193.35 193.35 193.35
## 39227.619456621 39233.0988388539 39234.4701835646 39251.1821291158
## 193.34 193.34 193.34 193.34
## 39352.7758383635 39423.6660648149 39430.3078227189 39431.1126532353
## 193.32 193.31 193.31 193.31
## 39431.2526318742 39484.6389206514 39489.0097363008 39498.6592891033
## 193.31 193.30 193.30 193.29
## 39537.0864601025 39557.2555330711 39566.7543522655 39624.0871790661
## 193.29 193.28 193.28 193.27
## 39657.2721080151 39659.8768980604 39716.1318039207 39742.9703293597
## 193.27 193.27 193.26 193.25
## 39802.5149172044 39906.1902710149 39927.7370449961 39942.9538977941
## 193.24 193.22 193.22 193.22
## 39960.2989508864 39995.1862718478 39997.7836974937 40009.7236100309
## 193.21 193.21 193.21 193.20
## 40032.414004809 40148.1237214392 40149.3165568616 40175.2060914175
## 193.20 193.18 193.18 193.18
## 40290.2216364182 40368.4206270365 40483.7303891254 40528.8053525219
## 193.16 193.14 193.12 193.11
## 40546.9563315288 40581.4868012333 40588.4338307797 40611.7133191979
## 193.11 193.10 193.10 193.10
## 40626.8478102306 40682.143997802 40684.3900138736 40709.7816628428
## 193.10 193.09 193.09 193.08
## 40710.5243857423 40799.3603281274 40829.3531670798 40843.6165505521
## 193.08 193.07 193.06 193.06
## 40847.7601463812 40879.7895726073 40936.1533912455 41065.2347645394
## 193.06 193.05 193.04 193.02
## 41210.6669805377 41243.0380285497 41325.4435476735 41408.1148216618
## 192.99 192.99 192.97 192.96
## 41411.6017070069 41452.6255742552 41461.316998935 41489.6398141628
## 192.96 192.95 192.95 192.94
## 41538.2427300027 41552.0196643557 41569.9519850988 41801.4418368976
## 192.94 192.93 192.93 192.89
## 41839.456448959 41982.6106553099 42059.3804171776 42061.3227993
## 192.88 192.86 192.84 192.84
## 42063.8744046594 42210.8852369568 42268.3342960059 42310.8274981695
## 192.84 192.82 192.81 192.80
## 42327.1680160393 42550.8418157718 42617.3033990573 43110.5037214637
## 192.80 192.76 192.75 192.66
## 43195.4736684941 43533.6578453445 43536.0208740911 43680.2225208861
## 192.64 192.59 192.58 192.56
## 43846.0252659028 43958.678129549 44063.0984166277 44069.2721578758
## 192.53 192.51 192.49 192.49
## 44184.2304595026 44260.1911794052 44376.1873822621 44499.7287097196
## 192.47 192.46 192.44 192.42
## 44506.4415607569 44539.738323258 44586.8126510022 44612.7513583106
## 192.41 192.41 192.40 192.40
## 44652.3638722406 44868.458368024 44896.9841123919 44982.7341547376
## 192.39 192.35 192.35 192.33
## 45041.1491387732 45050.0022762257 45141.6860363836 45148.8081176602
## 192.32 192.32 192.30 192.30
## 45166.6393893745 45166.912141415 45222.5066654832 45243.0289529302
## 192.30 192.30 192.29 192.28
## 45249.4490330168 45510.5843192796 45939.6891579836 46077.3584852622
## 192.28 192.24 192.16 192.14
## 46113.9574853172 46140.1268495023 46718.5559653481 46931.8842927942
## 192.13 192.13 192.02 191.99
## 47022.7458451256 47580.9916033353 47591.2831832964 47852.8888710532
## 191.97 191.87 191.87 191.83
## 48002.0845960011 48007.8681343228 48175.8520929295 48204.1721924104
## 191.80 191.80 191.77 191.76
## 48410.471014066 48621.563951536 49009.9246560268 49074.7304073705
## 191.73 191.69 191.62 191.61
## 49125.3600841704 49341.421278568 49456.5871084231 50166.5333225942
## 191.60 191.56 191.54 191.42
## 50279.2624293385 50793.898916874 51731.8205532411 52060.2268002668
## 191.40 191.31 191.14 191.09
## 52318.9172975897 53735.899193867 55334.7027992928 56320.5869791585
## 191.04 190.79 190.51 190.34
## 56351.3963037249 56488.6724127392 56867.8592361544 61227.1960077121
## 190.33 190.31 190.24 189.47pw.aov = aov(df1$Hardness ~ df1$Solids + df1$Chloramines, data = df1)
pw.aov## Call:
## aov(formula = df1$Hardness ~ df1$Solids + df1$Chloramines, data = df1)
##
## Terms:
## df1$Solids df1$Chloramines Residuals
## Sum of Squares 7788 3956 3528789
## Deg. of Freedom 1 1 3273
##
## Residual standard error: 32.83521
## Estimated effects may be unbalancedpw.aov = aov(df1$Hardness ~ df1$Solids * df1$Chloramines, data = df1)
pw.aov## Call:
## aov(formula = df1$Hardness ~ df1$Solids * df1$Chloramines, data = df1)
##
## Terms:
## df1$Solids df1$Chloramines df1$Solids:df1$Chloramines Residuals
## Sum of Squares 7788 3956 1960 3526829
## Deg. of Freedom 1 1 1 3272
##
## Residual standard error: 32.83111
## Estimated effects may be unbalancedpw.aov = aov(df1$Hardness ~ df1$Solids + df1$Chloramines + df1$Solids : df1$Chloramines, data = df1)
pw.aov## Call:
## aov(formula = df1$Hardness ~ df1$Solids + df1$Chloramines + df1$Solids:df1$Chloramines,
## data = df1)
##
## Terms:
## df1$Solids df1$Chloramines df1$Solids:df1$Chloramines Residuals
## Sum of Squares 7788 3956 1960 3526829
## Deg. of Freedom 1 1 1 3272
##
## Residual standard error: 32.83111
## Estimated effects may be unbalancedsummary(pw.aov)## Df Sum Sq Mean Sq F value Pr(>F)
## df1$Solids 1 7788 7788 7.225 0.00723 **
## df1$Chloramines 1 3956 3956 3.670 0.05548 .
## df1$Solids:df1$Chloramines 1 1960 1960 1.819 0.17756
## Residuals 3272 3526829 1078
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1Interaction plots:
interaction.plot(head(df1$Hardness), head(df1$Solids), head(df1$Chloramines))
interaction.plot(df1$Solids, df1$Hardness, df1$Chloramines)
attach(df1)## The following objects are masked from head(df1):
##
## Chloramines, Conductivity, Hardness, Organic_carbon, ph,
## Potability, Solids, Sulfate, Trihalomethanes, Turbidityinteraction.plot(df1$Solids, df1$Hardness, df1$Chloramines, type = 'b')
detach(df1)
interaction.plot(df1$Solids, df1$Hardness, df1$Chloramines, type = 'b', pch = 3:1)
interaction.plot(df1$Solids, df1$Hardness, df1$Chloramines, type = 'b', pch = 3:1, lty = 3:1)
interaction.plot(df1$Solids, df1$Hardness, df1$Chloramines, type = 'b', pch = 3:1, lty = 3:1, col = c('red', 'blue', 'darkgreen'))
interaction.plot(df1$Solids, df1$Hardness, df1$Chloramines, type = 'b', pch = 3:1, fun = median)
interaction.plot(df1$Solids, df1$Hardness, df1$Chloramines, type = 'b', pch = 3:1, xlab = 'Variable', ylab = 'Value', main = 'Interaction plot')
a.df = data.frame(df1$Hardness, df1$Solids)
head(a.df)Summarize using a grouping variable:
head(aggregate(df1[1:5], by = list(df1$Hardness), FUN = sum))head(aggregate(df1$Conductivity ~ df1$Turbidity, data = df1, FUN = mean))head(aggregate(cbind(df1$Trihalomethanes, df1$Sulfate) ~ df1$Organic_carbon, data = df1, FUN = mean))head(aggregate(. ~ df1$Chloramines, data = df1, FUN = mean))pw.agg = aggregate(df1$Organic_carbon ~ df1$Sulfate * df1$Trihalomethanes * df1$Turbidity, data = df1, FUN = mean)
head(pw.agg)head(aggregate(df1$Conductivity ~ . , data = df1, FUN = mean))aggregate(df1$Turbidity ~ 1 , data = df1, FUN = mean)Curvilinear regression:
lm(Hardness ~ Solids, data = df1)##
## Call:
## lm(formula = Hardness ~ Solids, data = df1)
##
## Coefficients:
## (Intercept) Solids
## 2.002e+02 -1.759e-04a.lm = lm(Hardness ~ Solids, data = df1)
a.lm##
## Call:
## lm(formula = Hardness ~ Solids, data = df1)
##
## Coefficients:
## (Intercept) Solids
## 2.002e+02 -1.759e-04summary(a.lm)##
## Call:
## lm(formula = Hardness ~ Solids, data = df1)
##
## Residuals:
## Min 1Q Median 3Q Max
## -149.426 -19.536 0.612 20.459 129.736
##
## Coefficients:
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 2.002e+02 1.551e+00 129.093 < 2e-16 ***
## Solids -1.759e-04 6.546e-05 -2.686 0.00726 **
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 32.85 on 3274 degrees of freedom
## Multiple R-squared: 0.0022, Adjusted R-squared: 0.001895
## F-statistic: 7.217 on 1 and 3274 DF, p-value: 0.007257a.lm$rank## [1] 2coef(a.lm)## (Intercept) Solids
## 2.002409e+02 -1.758599e-04confint(a.lm)## 2.5 % 97.5 %
## (Intercept) 1.971996e+02 2.032822e+02
## Solids -3.042085e-04 -4.751133e-05confint(a.lm, parm = c('(Intercept)', 'Solids'), level = 0.9)## 5 % 95 %
## (Intercept) 1.976888e+02 2.027930e+02
## Solids -2.835641e-04 -6.815573e-05head(fitted(a.lm))## 1 2 3 4 5 6
## 196.5845 196.9646 196.7396 196.3687 197.0791 195.1852head(residuals(a.lm))## 1 2 3 4 5 6
## 8.305923 -67.541691 27.496657 18.004659 -15.977600 -6.871827formula(a.lm)## Hardness ~ Solidsa.lm$call## lm(formula = Hardness ~ Solids, data = df1)plot(df1$Hardness, df1$Solids)
plot(~ Hardness + Solids, data = df1)
plot(Hardness ~ Solids, data = df1)
plot(formula(df1), data = df1)
abline(lm(Hardness ~ Solids, data = df1))
abline(a = coef(a.lm[1], b = coef(a.lm[2])))
abline(coef(a.lm))
anova(a.lm)mf.lm = lm(Hardness ~ Solids, data = df1)
mf.lm##
## Call:
## lm(formula = Hardness ~ Solids, data = df1)
##
## Coefficients:
## (Intercept) Solids
## 2.002e+02 -1.759e-04pb.lm = lm(Chloramines ~ Sulfate, data = df1)
pb.lm##
## Call:
## lm(formula = Chloramines ~ Sulfate, data = df1)
##
## Coefficients:
## (Intercept) Sulfate
## 7.1153867 0.0000271mf.lm = lm(Hardness ~ 1, data = df1)
pb.lm = lm(Chloramines ~ 1, data = df1)
add1(mf.lm, scope = df1)## Warning in model.matrix.default(Terms, m, contrasts.arg = object$contrasts): the
## response appeared on the right-hand side and was dropped## Warning in model.matrix.default(Terms, m, contrasts.arg = object$contrasts):
## problem with term 1 in model.matrix: no columns are assignedmf.lm = lm(Hardness ~ Solids, data = df1)
add1(mf.lm, scope = df1)## Warning in model.matrix.default(Terms, m, contrasts.arg = object$contrasts): the
## response appeared on the right-hand side and was dropped## Warning in model.matrix.default(Terms, m, contrasts.arg = object$contrasts):
## problem with term 2 in model.matrix: no columns are assignedmf.lm = lm(Hardness ~ Solids + Chloramines, data = df1)
summary(mf.lm)##
## Call:
## lm(formula = Hardness ~ Solids + Chloramines, data = df1)
##
## Residuals:
## Min 1Q Median 3Q Max
## -148.208 -19.587 0.626 20.484 131.141
##
## Coefficients:
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 2.054e+02 3.104e+00 66.169 <2e-16 ***
## Solids -1.847e-04 6.560e-05 -2.815 0.0049 **
## Chloramines -6.960e-01 3.633e-01 -1.916 0.0555 .
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 32.84 on 3273 degrees of freedom
## Multiple R-squared: 0.003317, Adjusted R-squared: 0.002708
## F-statistic: 5.446 on 2 and 3273 DF, p-value: 0.004352mf.lm = lm(Hardness ~ Solids, data = df1)
add1(mf.lm, scope = df1, test = 'F')## Warning in model.matrix.default(Terms, m, contrasts.arg = object$contrasts): the
## response appeared on the right-hand side and was dropped
## Warning in model.matrix.default(Terms, m, contrasts.arg = object$contrasts):
## problem with term 2 in model.matrix: no columns are assignedmf.lm1 = lm(Hardness ~ Solids, data = df1)
mf.lm2 = lm(Hardness ~ ., data = df1)
anova(mf.lm1, mf.lm2)pg.lm = lm(Hardness ~ log(Solids), data = df1)
summary(pg.lm)##
## Call:
## lm(formula = Hardness ~ log(Solids), data = df1)
##
## Residuals:
## Min 1Q Median 3Q Max
## -149.131 -19.472 0.653 20.476 129.451
##
## Coefficients:
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 236.942 12.780 18.540 <2e-16 ***
## log(Solids) -4.093 1.288 -3.178 0.0015 **
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 32.83 on 3274 degrees of freedom
## Multiple R-squared: 0.003075, Adjusted R-squared: 0.002771
## F-statistic: 10.1 on 1 and 3274 DF, p-value: 0.001497bbel.lm = lm(Chloramines ~ Sulfate + I(Sulfate^2), data = df1)
plot(Hardness ~ Solids, data = df1)
plot(Chloramines ~ Sulfate, data = df1)
lines(df1$Hardness, fitted(pg.lm))
lines(df1$Sulfate, fitted(bbel.lm))
head(predict(mf.lm, interval = 'confidence'))## fit lwr upr
## 1 196.5845 195.4484 197.7207
## 2 196.9646 195.7584 198.1708
## 3 196.7396 195.5824 197.8968
## 4 196.3687 195.2435 197.4940
## 5 197.0791 195.8404 198.3178
## 6 195.1852 193.7662 196.6041prd = predict(mf.lm, interval = 'confidence', level = 0.95)
attach(df1)## The following objects are masked from head(df1):
##
## Chloramines, Conductivity, Hardness, Organic_carbon, ph,
## Potability, Solids, Sulfate, Trihalomethanes, Turbidityprd = data.frame(prd, df1)
detach(df1)
prd = data.frame(prd)
prd$df1 = df1$df1
head(prd)plot(Hardness ~ Solids, data = df1)
lines(prd$Solids, prd$fit) # also best fit
lines(prd$Solids, prd$lwr, lty = 2) # lower CI
lines(prd$Solids, prd$upr, lty = 2) # upper CI
mf.lm = lm(Hardness ~ Solids + Chloramines, data = df1)
plot(mf.lm)
bf.m = apply(df1, 2, mean, na.rm = TRUE)
head(bf.m)## ph Hardness Solids Chloramines Sulfate Conductivity
## 6.019540 196.369496 22014.092526 7.122277 254.203468 426.205111bf.sd = apply(df1, 2, sd, na.rm = TRUE)
bf.s = apply(df1, 2, sum, na.rm = TRUE)
bf.l = bf.s / bf.m
bf.se = bf.sd / sqrt(bf.l)
bf.m + bf.se## ph Hardness Solids Chloramines Sulfate
## 6.070630e+00 1.969440e+02 2.216729e+04 7.149936e+00 2.567677e+02
## Conductivity Organic_carbon Trihalomethanes Turbidity Potability
## 4.276172e+02 1.434277e+01 6.348604e+01 3.980421e+00 3.986333e-01max(bf.m + bf.se)## [1] 22167.29bf.max = round(max(bf.m + bf.se) + 0.5, 0)
bf.max## [1] 22168bp = barplot(bf.m, ylim = c(0, bf.max))
bp## [,1]
## [1,] 0.7
## [2,] 1.9
## [3,] 3.1
## [4,] 4.3
## [5,] 5.5
## [6,] 6.7
## [7,] 7.9
## [8,] 9.1
## [9,] 10.3
## [10,] 11.5bp = barplot(bf.m, ylim = c(0, bf.max))
segments(bp, bf.m + bf.se, bp, bf.m - bf.se)
box()
title(xlab = 'Variable', ylab = 'Value')
abline(h = seq(2, 10, 2), lty = 2, col = 'lightblue')
Simple math:
sin(head(data$Hardness))## [1] -0.6341688 -0.5790979 -0.9258131 0.6780406 -0.8960828 -0.1812285factorial(head(data$Hardness))## [1] Inf 3.893786e+218 Inf Inf Inf
## [6] Infcos(head(data$Hardness))## [1] -0.7731947 -0.8152580 -0.3779817 0.7350244 0.4438869 0.9834410abs(head(data$Hardness))## [1] 204.8905 129.4229 224.2363 214.3734 181.1015 188.3133sqrt(head(data$Hardness))## [1] 14.31400 11.37642 14.97452 14.64150 13.45740 13.72273tan(head(data$Hardness))## [1] 0.8201929 0.7103247 2.4493592 0.9224736 -2.0187190 -0.1842799asin(head(data$Hardness))## Warning in asin(head(data$Hardness)): NaNs produced## [1] NaN NaN NaN NaN NaN NaNBar Graphs Using ggplot() with geom_col()
library(gcookbook)
library(dplyr)##
## Attaching package: 'dplyr'## The following objects are masked from 'package:stats':
##
## filter, lag## The following objects are masked from 'package:base':
##
## intersect, setdiff, setequal, unionlibrary(ggplot2)
ggplot(df1, aes(x = Potability , y = Trihalomethanes )) + geom_col()
ggplot(df1, aes(x = Potability , y = Trihalomethanes )) + geom_col(fill = "black", colour = "blue")
ggplot(df1, aes(x = Potability , y = Trihalomethanes , fill = Hardness)) + geom_col(position = "dodge")
#ggplot(df1, aes(x = Potability , y = Trihalomethanes , fill = Hardness)) + geom_col(position = "dodge", colour = "black") + scale_fill_brewer(palette = 'green')Bar Graphs Using ggplot() with geom_bar()
ggplot(df1, aes(x = Potability)) + geom_bar()
Using Colors in a Bar Graph:
d1 <- df1 %>% arrange(desc(Solids)) %>% slice(1:10)
d1ggplot(d1, aes(x = Hardness, y = Chloramines, fill = Solids)) + geom_col()
Adjusting Bar Width and Spacing:
# For narrower bars:
ggplot(df1, aes(x = Potability , y = Trihalomethanes)) + geom_col(width = 0.5)
# For Wider bars:
ggplot(df1, aes(x = Potability , y = Trihalomethanes)) + geom_col(width = 1)
# For a grouped bar graph with narrow bars:
ggplot(df1, aes(x = Potability , y = Trihalomethanes , fill = Hardness)) + geom_col(width = 0.5, position = "dodge")
ggplot(df1, aes(x = Potability , y = Trihalomethanes , fill = Hardness)) + geom_col(width = 0.5, position = position_dodge(0.7))
Stacked Graph:
ggplot(df1, aes(x = Potability , y = Trihalomethanes , fill = Hardness)) + geom_col() + guides(fill = guide_legend(reverse = TRUE))
ggplot(df1, aes(x = Potability , y = Trihalomethanes , fill = Hardness)) + geom_col(position = position_stack(reverse = TRUE)) + guides(fill = guide_legend(reverse = TRUE))
ggplot(df1, aes(x = Potability , y = Trihalomethanes , fill = Hardness)) + geom_col(position = "fill") + scale_y_continuous(labels = scales::percent)
# Using group_by() command:
a1 <- df1 %>% group_by(Hardness) %>% mutate(new_solids = Solids / sum (Solids) * 100)
head(a1)ggplot(a1, aes(x = Hardness, y = Solids, fill = Potability)) + geom_col()
Adding Labels to a Bar Graph:
# Below the top
ggplot(df1, aes(x = interaction(Potability, Solids), y = Hardness )) + geom_col() + geom_text(aes(label = Hardness), vjust = 1.5, colour = "lightblue")
# Above the top
ggplot(df1, aes(x = interaction(Potability, Solids), y = Hardness )) + geom_col() + geom_text(aes(label = Hardness), vjust = -0.2, colour = "lightblue")